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Uncertainty of high-dimensional genetic data prediction with polygenic risk scores

As of 12 August 2026, this Paper Citation Record lists 94 of 94 outbound references and 0 inbound Pith citation observations for arXiv:2412.20611.

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pith.paper-citation-record.v1
2412.20611 v1

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measured 94 of 94 reference resolution

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measured 94 of 94 standing notices

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Pith citing papers itemized under the disclosed page cap.

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Source: cited_works

Reference resolution

94 of 94 outbound references displayed

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External citation measurements

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Outbound references

Observation 5b92e7b9-f19a-4d9b-bfa9-e89aee3b5e3a · outbound

This paper cites A global reference for human genetic variation.

Uncertainty of high-dimensional genetic data prediction with polygenic risk scores A global reference for human genetic variation

Reference 1

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Uncertainty of high-dimensional genetic data prediction with polygenic risk scores Unresolved cited work

Reference 2

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Observation c0792f75-5760-42de-9f83-723240e344dd · outbound

This paper cites Bai and Jack W.

Uncertainty of high-dimensional genetic data prediction with polygenic risk scores Bai and Jack W

Reference 3

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Uncertainty of high-dimensional genetic data prediction with polygenic risk scores Unresolved cited work

Reference 4

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Uncertainty of high-dimensional genetic data prediction with polygenic risk scores Unresolved cited work

Reference 5

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This paper cites Spectral analysis of large dimensional random matrices , vol- ume 20.

Uncertainty of high-dimensional genetic data prediction with polygenic risk scores Spectral analysis of large dimensional random matrices , vol- ume 20

Reference 6

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This paper cites Large sample covariance matrices without independence structures in columns.

Uncertainty of high-dimensional genetic data prediction with polygenic risk scores Large sample covariance matrices without independence structures in columns

Reference 7

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This paper cites Bellec and Cun-Hui Zhang.

Uncertainty of high-dimensional genetic data prediction with polygenic risk scores Bellec and Cun-Hui Zhang

Reference 8

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This paper cites Bentkus, F.

Uncertainty of high-dimensional genetic data prediction with polygenic risk scores Bentkus, F

Reference 9

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This paper cites Approximately independent linkage disequilibrium blocks in human populations.

Uncertainty of high-dimensional genetic data prediction with polygenic risk scores Approximately independent linkage disequilibrium blocks in human populations

Reference 10

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This paper cites Bolthausen.

Uncertainty of high-dimensional genetic data prediction with polygenic risk scores Bolthausen

Reference 11

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This paper cites An expanded view of complex traits: from polygenic to omnigenic.

Uncertainty of high-dimensional genetic data prediction with polygenic risk scores An expanded view of complex traits: from polygenic to omnigenic

Reference 12

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Uncertainty of high-dimensional genetic data prediction with polygenic risk scores Unresolved cited work

Reference 13

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Observation a6fe7a73-5a0d-4c52-8b2b-bd0ecf76aa24 · outbound

This paper cites Ld score regression distinguishes confounding from polygenicity in genome-wide association studies.

Uncertainty of high-dimensional genetic data prediction with polygenic risk scores Ld score regression distinguishes confounding from polygenicity in genome-wide association studies

Reference 14

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This paper cites The uk biobank resource with deep phenotyping and genomic data.

Uncertainty of high-dimensional genetic data prediction with polygenic risk scores The uk biobank resource with deep phenotyping and genomic data

Reference 15

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This paper cites Challenges of the inconsistency regime: Novel debiasing methods for missing data models.

Uncertainty of high-dimensional genetic data prediction with polygenic risk scores Challenges of the inconsistency regime: Novel debiasing methods for missing data models

Reference 16

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Observation 31f4fa63-aeaa-408e-a8de-1a5bff82357e · outbound

This paper cites Tutorial: a guide to performing polygenic risk score analyses.

Uncertainty of high-dimensional genetic data prediction with polygenic risk scores Tutorial: a guide to performing polygenic risk score analyses

Reference 17

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Observation cac1aa28-5ab2-41be-8196-a76753c4d8cb · outbound

This paper cites Accuracy of predicting the genetic risk of disease using a genome-wide approach.

Uncertainty of high-dimensional genetic data prediction with polygenic risk scores Accuracy of predicting the genetic risk of disease using a genome-wide approach

Reference 18

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This paper cites A central limit theorem for generalized quadratic forms.

Uncertainty of high-dimensional genetic data prediction with polygenic risk scores A central limit theorem for generalized quadratic forms

Reference 19

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Observation 5a33cc17-1e6b-4131-b3f7-0cc8731843be · outbound

This paper cites Large uncertainty in individual polygenic risk score estimation impacts prs-based risk stratification.

Uncertainty of high-dimensional genetic data prediction with polygenic risk scores Large uncertainty in individual polygenic risk score estimation impacts prs-based risk stratification

Reference 20

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Observation 7cf27f4d-a48a-4012-94a3-a88fdc3f60b0 · outbound

This paper cites WONDER: Weighted one-shot distributed ridge regression in high dimensions.

Uncertainty of high-dimensional genetic data prediction with polygenic risk scores WONDER: Weighted one-shot distributed ridge regression in high dimensions

Reference 21

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Observation ebceb997-2e31-46b2-b8e7-865dcf033c67 · outbound

This paper cites High-dimensional asymptotics of prediction: Ridge regression and classification.

Uncertainty of high-dimensional genetic data prediction with polygenic risk scores High-dimensional asymptotics of prediction: Ridge regression and classification

Reference 22

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Observation cc2e4a61-a6b4-445a-9569-e1bc5facefeb · outbound

This paper cites Power and predictive accuracy of polygenic risk scores.

Uncertainty of high-dimensional genetic data prediction with polygenic risk scores Power and predictive accuracy of polygenic risk scores

Reference 23

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Uncertainty of high-dimensional genetic data prediction with polygenic risk scores The spectral norm of random inner-product kernel matrices

Reference 24

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This paper cites A gene- based association method for mapping traits using reference transcriptome data.

Uncertainty of high-dimensional genetic data prediction with polygenic risk scores A gene- based association method for mapping traits using reference transcriptome data

Reference 25

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This paper cites Polygenic prediction via bayesian regression and continuous shrinkage priors.

Uncertainty of high-dimensional genetic data prediction with polygenic risk scores Polygenic prediction via bayesian regression and continuous shrinkage priors

Reference 26

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Uncertainty of high-dimensional genetic data prediction with polygenic risk scores G ¨otze and A

Reference 27

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Uncertainty of high-dimensional genetic data prediction with polygenic risk scores On the rate of convergence in the central limit theorem for martingales with discrete and continuous time

Reference 28

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Uncertainty of high-dimensional genetic data prediction with polygenic risk scores Tibshirani

Reference 29

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Uncertainty of high-dimensional genetic data prediction with polygenic risk scores A community driven gwas summary statistics standard

Reference 30

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Uncertainty of high-dimensional genetic data prediction with polygenic risk scores Handbook of Linear Algebra

Reference 31

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Uncertainty of high-dimensional genetic data prediction with polygenic risk scores On high-dimensional misspec- ified mixed model analysis in genome-wide association study

Reference 32

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Uncertainty of high-dimensional genetic data prediction with polygenic risk scores A resource-efficient tool for mixed model association analysis of large-scale data

Reference 33

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Observation ea6f97ee-dc5b-459f-8a32-69efa6f58c2f · outbound

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Uncertainty of high-dimensional genetic data prediction with polygenic risk scores Polygenic prediction of weight and obesity trajectories from birth to adulthood

Reference 34

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Uncertainty of high-dimensional genetic data prediction with polygenic risk scores Anisotropic local laws for random matrices

Reference 35

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Observation ef2f82d7-0f8d-4f73-b39b-1b98dac096d7 · outbound

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Uncertainty of high-dimensional genetic data prediction with polygenic risk scores Eigenvectors of some large sample covariance matrix ensembles

Reference 36

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Observation 9eb17fe7-7fc4-408d-a42b-197fd58366a2 · outbound

This paper cites Predicting unobserved phenotypes for complex traits from whole-genome snp data.

Uncertainty of high-dimensional genetic data prediction with polygenic risk scores Predicting unobserved phenotypes for complex traits from whole-genome snp data

Reference 37

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verified fuzzy
raw_fallback, observed 2026-08-10T23:24:51.936367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T23:24:50.878310Z digest=sha256:2e1ee14f9ccb269c47c06888e9375c917b07c82c5e9f54cde906f22327a5cad1

Observation fb578396-9bc5-4283-ac50-6191e960cdfa · outbound

This paper cites Asymptotic normality and confidence intervals for pre- diction risk of the min-norm least squares estimator.

Uncertainty of high-dimensional genetic data prediction with polygenic risk scores Asymptotic normality and confidence intervals for pre- diction risk of the min-norm least squares estimator

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:24:51.918766Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T23:24:50.882261Z digest=sha256:78024d3707e65dfeca90ce125994bee285d35196960f5da693d127bec29e84e7

Observation c6c19f0c-4b81-4528-95db-98072a3a92de · outbound

This paper cites Genetic prediction of complex traits with polygenic scores: a statistical review.

Uncertainty of high-dimensional genetic data prediction with polygenic risk scores Genetic prediction of complex traits with polygenic scores: a statistical review

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:24:51.905283Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T23:24:50.886125Z digest=sha256:c97b96a8c7ddf7e8cf34a2c79d2fb4a04b56edf9f14b0ada82952e45d4448fc0

Observation f1463d4e-1dee-4fce-9029-dcf036e57a44 · outbound

This paper cites Polygenic scores via penalized regression on summary statistics.

Uncertainty of high-dimensional genetic data prediction with polygenic risk scores Polygenic scores via penalized regression on summary statistics

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:24:51.893793Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T23:24:50.890208Z digest=sha256:7f8941bfbc5dcd19a3a9decf3bbdb6277540119a7971c3925eac7a1604a5cf6e

Observation c31c4d1a-afbb-4434-a595-2981331b0889 · outbound

This paper cites Significance tests for r2 of out- of-sample prediction using polygenic scores.

Uncertainty of high-dimensional genetic data prediction with polygenic risk scores Significance tests for r2 of out- of-sample prediction using polygenic scores

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:24:51.882612Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T23:24:50.894003Z digest=sha256:c7c566a039703d8ec0125b780d2a34597799fcf9fcf6edf4ed1b0cd2e4389c65

Observation 68c01d54-a6f0-4735-b971-9a573e20b980 · outbound

This paper cites On the rate of convergence in the martingale central limit theorem.

Uncertainty of high-dimensional genetic data prediction with polygenic risk scores On the rate of convergence in the martingale central limit theorem

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:24:51.870767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T23:24:50.897963Z digest=sha256:6e61835056e4231d509dd67a3ddba2c1d373b57d3256d8acfb6d296b8ac45c3f

Observation d968daf4-dece-4f3d-9b9a-87cdc20a2909 · outbound

This paper cites Dissecting the genetics of complex traits using summary associ- ation statistics.

Uncertainty of high-dimensional genetic data prediction with polygenic risk scores Dissecting the genetics of complex traits using summary associ- ation statistics

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:24:51.858663Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T23:24:50.901643Z digest=sha256:7aa7ef58878a273d61a6d99f37bff05bdc237c99b64becb0a84361665dc70b31

Observation 1d9c75e0-d673-449a-85f0-bd7549fc6923 · outbound

This paper cites Polygenic risk scores for schizophrenia and bipolar disorder predict creativity.

Uncertainty of high-dimensional genetic data prediction with polygenic risk scores Polygenic risk scores for schizophrenia and bipolar disorder predict creativity

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:24:51.844319Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T23:24:50.905841Z digest=sha256:0c86add8a9fe26c06c1a78dab6d36327e6e56202629b526c89e63e02f3de8b92

Observation b773d661-a981-4e24-95ca-82dc81a3735f · outbound

This paper cites Plink: a tool set for whole- genome association and population-based linkage analyses.The American Journal of Human Genetics, 81(3):559–575, 2007.

Uncertainty of high-dimensional genetic data prediction with polygenic risk scores Plink: a tool set for whole- genome association and population-based linkage analyses.The American Journal of Human Genetics, 81(3):559–575, 2007

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:24:51.831013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T23:24:50.910029Z digest=sha256:8052895d0e249a82aa64bc996f65b413b33812f9cc1787e190bf2c32456530c7

Observation c588842b-fecd-4b0f-83c6-7721db248e98 · outbound

This paper cites A note on exact convergence rates in some martingale central limit theorems.

Uncertainty of high-dimensional genetic data prediction with polygenic risk scores A note on exact convergence rates in some martingale central limit theorems

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:24:51.817904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T23:24:50.914318Z digest=sha256:31b47050fc0bce932a2a882e87af55bea975202af013d5751d46235bf1895487

Observation 361cbdeb-b6e3-4ba6-bd41-02ae6f9e8c6a · outbound

This paper cites an unresolved cited work.

Uncertainty of high-dimensional genetic data prediction with polygenic risk scores Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-10T23:24:51.805643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T23:24:50.918325Z digest=sha256:ce85ea50924e2d89a436a458e17f25fa996bf28301037aa427ed8911e9f569ff

Observation ae6183ab-9cea-42b2-addb-f2c1b07486d2 · outbound

This paper cites An analysis of variance test for normality (complete samples).

Uncertainty of high-dimensional genetic data prediction with polygenic risk scores An analysis of variance test for normality (complete samples)

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:24:51.792417Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T23:24:50.922167Z digest=sha256:d09fb72ce21da42f907359d290a7aa098ad4d62a62b34bfc693669290a6cef58

Observation affab928-dbb5-4d84-a5ff-3036dadc296e · outbound

This paper cites Genetics of 35 blood and urine biomarkers in the uk biobank.

Uncertainty of high-dimensional genetic data prediction with polygenic risk scores Genetics of 35 blood and urine biomarkers in the uk biobank

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:24:51.777773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T23:24:50.926219Z digest=sha256:675e616606d0a92ad81979147fc887f7af5c2888ac8bf211f598ec6b691f80fc

Observation 45972f46-a716-4928-93d2-8ca942f88e36 · outbound

This paper cites What are polygenic scores and why are they important? JAMA, 321(18):1820–1821, 2019.

Uncertainty of high-dimensional genetic data prediction with polygenic risk scores What are polygenic scores and why are they important? JAMA, 321(18):1820–1821, 2019

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:24:51.765554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T23:24:50.930063Z digest=sha256:2feb434f4fa1138c353e94fd725f5b5e285037000d2eaa48f7b71f511b310ecd

Observation 094b9e93-c176-4997-9eb3-8c26fb580fae · outbound

This paper cites Genetic architecture: the shape of the genetic contribution to human traits and disease.Nature Reviews Genetics, 19(2):110–125, 2018.

Uncertainty of high-dimensional genetic data prediction with polygenic risk scores Genetic architecture: the shape of the genetic contribution to human traits and disease.Nature Reviews Genetics, 19(2):110–125, 2018

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:24:51.751963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T23:24:50.933693Z digest=sha256:37f3d1ab5f5cf7c6f5d9a160496197cffd50cc7d3fcee4276952eaf1be27c8cd

Observation 50261299-de8f-487b-9656-f6ff643f8318 · outbound

This paper cites The personal and clinical utility of polygenic risk scores.

Uncertainty of high-dimensional genetic data prediction with polygenic risk scores The personal and clinical utility of polygenic risk scores

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:24:51.738392Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T23:24:50.937479Z digest=sha256:850189397f144dfa254a6744b85cce3ad7b64603471153cc9a9ad49e2ac2a8df

Observation e4e0609d-400a-45f7-9369-017c0ae8c4fd · outbound

This paper cites Genome-wide association studies.

Uncertainty of high-dimensional genetic data prediction with polygenic risk scores Genome-wide association studies

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:24:51.724912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T23:24:50.941137Z digest=sha256:35985f3c078277853b8ec7884c0f79c88a1309aa37025eedb99d8cb76e9cf49c

Observation 88a5f7a2-996c-4931-8b0d-5e5e616a8080 · outbound

This paper cites Modeling linkage disequilibrium increases accuracy of polygenic risk scores.

Uncertainty of high-dimensional genetic data prediction with polygenic risk scores Modeling linkage disequilibrium increases accuracy of polygenic risk scores

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:24:51.710967Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T23:24:50.944752Z digest=sha256:8655fe85ec667dea60319022ad57c484e538573e56e37b7e281e3b246a3b229a

Observation 519baf53-a0fc-40b0-81cf-a3feb4e3c7d2 · outbound

This paper cites Impact of individual level uncertainty of lung cancer polygenic risk score (prs) on risk stratification.

Uncertainty of high-dimensional genetic data prediction with polygenic risk scores Impact of individual level uncertainty of lung cancer polygenic risk score (prs) on risk stratification

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:24:51.696200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T23:24:50.948385Z digest=sha256:fc4e0c07536e5798bb8d9cc337c4d9786c0c159f6777548e146ee8c789c1ef03

Observation f3448fe8-af53-4b53-9051-af9953803d41 · outbound

This paper cites Theoretical and empirical quantification of the accuracy of polygenic scores in ancestry divergent populations.

Uncertainty of high-dimensional genetic data prediction with polygenic risk scores Theoretical and empirical quantification of the accuracy of polygenic scores in ancestry divergent populations

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:24:51.682644Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T23:24:50.952127Z digest=sha256:a88cab0ae353c5c505816bf7ee7e6938778fab88e4ac6d0e0905c782b4f6a015

Observation 21fbafb1-a6e6-4552-ae56-33c5487950d5 · outbound

This paper cites Gcta: a tool for genome-wide complex trait analysis.

Uncertainty of high-dimensional genetic data prediction with polygenic risk scores Gcta: a tool for genome-wide complex trait analysis

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:24:51.668380Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T23:24:50.955888Z digest=sha256:7d0c504f50c9267f3e0654601a7368f3091cc26b19a89c405ae8e4becd01dc05

Observation 610fabf5-0466-4798-853a-1e968d26be35 · outbound

This paper cites Concepts, estimation and interpretation of snp-based heritability.

Uncertainty of high-dimensional genetic data prediction with polygenic risk scores Concepts, estimation and interpretation of snp-based heritability

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:24:51.654981Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T23:24:50.959582Z digest=sha256:942debc134fec1fb0f16b0d09f21a5113cf69e72bff357b5b52cfa13d6daf58b

Observation 566121f4-0397-49f1-855b-0cd17696acf3 · outbound

This paper cites Large Sample Covariance Matrices and High- Dimensional Data Analysis.

Uncertainty of high-dimensional genetic data prediction with polygenic risk scores Large Sample Covariance Matrices and High- Dimensional Data Analysis

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:24:51.638261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T23:24:50.963455Z digest=sha256:d52e380c0f6ae5b13841fb007df0383ae7f7f54c7ce15489ac14204ae975f95a

Observation a43cc3df-0aaf-48f2-8a69-01c8de09c08c · outbound

This paper cites A saturated map of common genetic variants associated with human height.

Uncertainty of high-dimensional genetic data prediction with polygenic risk scores A saturated map of common genetic variants associated with human height

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:24:51.624700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T23:24:50.967670Z digest=sha256:6c605d96be67ba3f4a09ab3848b9f660eb6d8e1444f27838ac3ec56555af39fa

Observation 36f0c828-f1e4-4b89-bcf7-4ed1f68d2cad · outbound

This paper cites Estimating trans-ancestry genetic correlation with unbalanced data resources.

Uncertainty of high-dimensional genetic data prediction with polygenic risk scores Estimating trans-ancestry genetic correlation with unbalanced data resources

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:24:51.611498Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T23:24:50.971567Z digest=sha256:cb491be523f65d1778103d34aa9ef67eca99922e35d159be95bbae92aea6d09c

Observation 958b4d0e-24ea-4c81-842c-7cd26644451f · outbound

This paper cites On blockwise and reference panel-based estimators for genetic data prediction in high dimensions.

Uncertainty of high-dimensional genetic data prediction with polygenic risk scores On blockwise and reference panel-based estimators for genetic data prediction in high dimensions

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:24:51.593016Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T23:24:50.975697Z digest=sha256:140a2a5c2114923e15e238f0fef66927cd987d63fe6129f125f10c2190612274

Observation b87c171d-f0df-46a9-9dbd-0f8f58f819fe · outbound

This paper cites On polygenic risk scores for complex traits prediction.

Uncertainty of high-dimensional genetic data prediction with polygenic risk scores On polygenic risk scores for complex traits prediction

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:24:51.574260Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T23:24:50.979348Z digest=sha256:3b09b26d8726b0a76c245d6fd76c284a3840ec13e22b85d008da9161ea4a0578

Observation 1f183e5d-6467-44ae-9751-78c7a0e0f1f7 · outbound

This paper cites Global biobank meta-analysis initia- tive: Powering genetic discovery across human disease.

Uncertainty of high-dimensional genetic data prediction with polygenic risk scores Global biobank meta-analysis initia- tive: Powering genetic discovery across human disease

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:24:51.560278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T23:24:50.983174Z digest=sha256:840b2af136e8cb2773ae46fced15185ed623ddec40438faf5eca4dfe7df50005

Observation 4b54e01d-5d95-47e6-9f94-29801db91da2 · outbound

This paper cites an unresolved cited work.

Uncertainty of high-dimensional genetic data prediction with polygenic risk scores Unresolved cited work

Reference 65

Resolution
unresolved
raw_fallback, observed 2026-08-10T23:24:51.543296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T23:24:50.987584Z digest=sha256:df470bdea50129b56b6c4cd8cef7097991e783859775ec652eb704657d40df31

Observation 258cce35-4427-497a-af30-87ee22b3f532 · outbound

This paper cites The first two conditions follow trivially from our definition of Xn,i.

Uncertainty of high-dimensional genetic data prediction with polygenic risk scores The first two conditions follow trivially from our definition of Xn,i

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:24:51.526569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T23:24:50.990931Z digest=sha256:28efee92c1349126574c474efb9b68873322c97a65783e919d862d9f6e125b41

Observation 374c45c9-4b0f-4037-ae48-a2e76f28faa4 · outbound

This paper cites By takingλ =∥b∥4 2/∥a∥4 2, we have ME n (a⊤x0)4(b⊤x0)4o σ4n ≤ 1 n MN r2 → 0, as n→∞.

Uncertainty of high-dimensional genetic data prediction with polygenic risk scores By takingλ =∥b∥4 2/∥a∥4 2, we have ME n (a⊤x0)4(b⊤x0)4o σ4n ≤ 1 n MN r2 → 0, as n→∞

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:24:51.512845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T23:24:50.994597Z digest=sha256:b0c827a5eb12dedf889ef9ea9012bbac23b13c65a8a5c38007ec40fff566ceea

Observation 5f3b9218-1b47-4682-a697-5e803b237bdb · outbound

This paper cites an unresolved cited work.

Uncertainty of high-dimensional genetic data prediction with polygenic risk scores Unresolved cited work

Reference 68

Resolution
unresolved
raw_fallback, observed 2026-08-10T23:24:51.500983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T23:24:50.998627Z digest=sha256:e71167730698f6a497af4a56216be211c235437f1b9aa95c7a98d3174b8660e5

Observation e604fe4b-9a6a-41ef-b39d-a59965f5cdbb · outbound

This paper cites an unresolved cited work.

Uncertainty of high-dimensional genetic data prediction with polygenic risk scores Unresolved cited work

Reference 69

Resolution
unresolved
raw_fallback, observed 2026-08-10T23:24:51.489638Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T23:24:51.002402Z digest=sha256:18e59dd16ddb7348a21338d8b60816f65d412cee221f99fc3206046efe0e5790

Observation 58ab7686-dc87-4c47-bd1c-051449a61e01 · outbound

This paper cites an unresolved cited work.

Uncertainty of high-dimensional genetic data prediction with polygenic risk scores Unresolved cited work

Reference 70

Resolution
unresolved
raw_fallback, observed 2026-08-10T23:24:51.477070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T23:24:51.006898Z digest=sha256:8414d180b07ce4bd5ebfb71859f712ef62dd8ce9e7da163e90a3f4dc0e861158

Observation d10b4b4b-a4a9-4e60-9f9e-74151da12ef6 · outbound

This paper cites an unresolved cited work.

Uncertainty of high-dimensional genetic data prediction with polygenic risk scores Unresolved cited work

Reference 71

Resolution
unresolved
raw_fallback, observed 2026-08-10T23:24:51.465348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T23:24:51.011683Z digest=sha256:f7c8ce5f0e91757698cd2feabb7d409f26a1bb02a60dfe74c96d759ab143de40

Observation 357428f2-b55e-4481-99c3-c4e53d05799e · outbound

This paper cites 31 □ Lemma S4 (Quantitative CLT for linear functional).

Uncertainty of high-dimensional genetic data prediction with polygenic risk scores 31 □ Lemma S4 (Quantitative CLT for linear functional)

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:24:51.452444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T23:24:51.015381Z digest=sha256:38d96a10cc7e2c6fdc60715acd5fe8e1d056a7897a5c58a40998b7951f8a2bc8

Observation a2a54b22-3c44-4d39-9cc8-37f0916e2dd0 · outbound

This paper cites an unresolved cited work.

Uncertainty of high-dimensional genetic data prediction with polygenic risk scores Unresolved cited work

Reference 73

Resolution
parse uncertain
raw_fallback, observed 2026-08-10T23:24:51.440380Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T23:24:51.018733Z digest=sha256:6300d9e0301c686d9611acc40ff8000b70398dc7ba1076a47c4d761b0ea834f7

Observation 61d7632d-b0c1-4e0a-8e07-8c1faf1580e0 · outbound

This paper cites an unresolved cited work.

Uncertainty of high-dimensional genetic data prediction with polygenic risk scores Unresolved cited work

Reference 74

Resolution
unresolved
raw_fallback, observed 2026-08-10T23:24:51.428800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T23:24:51.023075Z digest=sha256:78b5a703582d52f5a1e320d0807824e1b6067fc33f86f071985d97211a32f6d9

Observation 613011f0-a95e-47d8-92ea-70b0f128e9be · outbound

This paper cites an unresolved cited work.

Uncertainty of high-dimensional genetic data prediction with polygenic risk scores Unresolved cited work

Reference 75

Resolution
unresolved
raw_fallback, observed 2026-08-10T23:24:51.417566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T23:24:51.026560Z digest=sha256:f5ce7573429653e962fc629f589d8af23c84fe2d0c67584c4b3418d9b820973e

Observation 31caf52a-82d5-4376-812c-0f85aa25627b · outbound

This paper cites □ Lemma S6 (Quantiative CLT for residue functional).

Uncertainty of high-dimensional genetic data prediction with polygenic risk scores □ Lemma S6 (Quantiative CLT for residue functional)

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:24:51.406455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T23:24:51.031206Z digest=sha256:c715f518e350423d878e5fe44b677adda65fa9821071a67121328caa449c9877

Observation 468d7a0d-d742-4c9c-997a-e773c24ce697 · outbound

This paper cites an unresolved cited work.

Uncertainty of high-dimensional genetic data prediction with polygenic risk scores Unresolved cited work

Reference 77

Resolution
unresolved
raw_fallback, observed 2026-08-10T23:24:51.394638Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T23:24:51.035347Z digest=sha256:16254a77f6282d3e78451112bf2434e3d743070e6060800197073f4bbf656e63

Observation c5b74016-7899-4aef-898d-c2ff2fd71ca9 · outbound

This paper cites an unresolved cited work.

Uncertainty of high-dimensional genetic data prediction with polygenic risk scores Unresolved cited work

Reference 78

Resolution
unresolved
raw_fallback, observed 2026-08-10T23:24:51.381517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T23:24:51.039408Z digest=sha256:5f070c41e6ee93a1acaef3c5cbc405727a92b0c38401e29c7fe6d47cfccd35d6

Observation 21886ab7-6507-4182-97dc-28d75b0cb9e8 · outbound

This paper cites an unresolved cited work.

Uncertainty of high-dimensional genetic data prediction with polygenic risk scores Unresolved cited work

Reference 79

Resolution
unresolved
raw_fallback, observed 2026-08-10T23:24:51.368875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T23:24:51.043645Z digest=sha256:faa563ac73dd7959b3d4464401f8909c7d1732ac051f0c811861df7fb82a7a88

Observation 1204eaa8-74f2-49a8-a32d-2576f8441c3c · outbound

This paper cites an unresolved cited work.

Uncertainty of high-dimensional genetic data prediction with polygenic risk scores Unresolved cited work

Reference 80

Resolution
unresolved
raw_fallback, observed 2026-08-10T23:24:51.357922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T23:24:51.047453Z digest=sha256:58f3dde95292b1e826cee64048012d4bd364bb5441627d9a622e118bd24621bc

Observation a182cc3e-9ad2-46cc-856b-0a0f37389ee8 · outbound

This paper cites o ff-diagonal.

Uncertainty of high-dimensional genetic data prediction with polygenic risk scores o ff-diagonal

Reference 81

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:24:51.347207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T23:24:51.051234Z digest=sha256:26054251b59901cff38c0028834e702d2291a0c8e40687bb30966f2cbaea9711

Observation fae603e2-504f-458e-8295-c1b913f2d75f · outbound

This paper cites an unresolved cited work.

Uncertainty of high-dimensional genetic data prediction with polygenic risk scores Unresolved cited work

Reference 82

Resolution
parse uncertain
raw_fallback, observed 2026-08-10T23:24:51.336677Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T23:24:51.055427Z digest=sha256:f1f3cf48f288347c0d56796cacefd3f306caeba7a13d1c06b12e4cfefe484895

Observation 7f855a77-bf62-4212-9b5b-fe467d11d55c · outbound

This paper cites Recall Lyapunov coefficients are defined as Lt = nX i=1 E Xn,i t.

Uncertainty of high-dimensional genetic data prediction with polygenic risk scores Recall Lyapunov coefficients are defined as Lt = nX i=1 E Xn,i t

Reference 83

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:24:51.326204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T23:24:51.059203Z digest=sha256:838fd0e7ff8f67bfe048d2154bb85a97bbf3a87dd47b84ad325660df4f931dc0

Observation d5230d4f-6bf2-4dc7-b7fd-38d470c7a8c3 · outbound

This paper cites Moreover, we have EZ0 y⊤XZ⊤ZX⊤y = Op(nzn2κ1) and EX0 ∥z⊤ 0iΣ1/2X⊤y∥4 2 = E z4 0− 3 pX j=1 ΣX⊤y 4 j + 3∥Σ1/2X⊤y∥4 2 = Op(n4κ2 1).

Uncertainty of high-dimensional genetic data prediction with polygenic risk scores Moreover, we have EZ0 y⊤XZ⊤ZX⊤y = Op(nzn2κ1) and EX0 ∥z⊤ 0iΣ1/2X⊤y∥4 2 = E z4 0− 3 pX j=1 ΣX⊤y 4 j + 3∥Σ1/2X⊤y∥4 2 = Op(n4κ2 1)

Reference 84

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:24:51.315262Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T23:24:51.063484Z digest=sha256:fabb91606f59cee8d70faf0050dd83a7cd7e36e550a9909dea882f1c312e0ae9

Observation c02f615c-9384-4acf-a568-f7a676825c33 · outbound

This paper cites A B C D #−1 =.

Uncertainty of high-dimensional genetic data prediction with polygenic risk scores A B C D #−1 =

Reference 85

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:24:51.303513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T23:24:51.067373Z digest=sha256:9de36783654273bb9c708528e00a4da2f2425abd1042b24cb5c473f518ef792b

Observation bd59cc11-4343-4191-a33f-ae76d60285bb · outbound

This paper cites an unresolved cited work.

Uncertainty of high-dimensional genetic data prediction with polygenic risk scores Unresolved cited work

Reference 86

Resolution
parse uncertain
raw_fallback, observed 2026-08-10T23:24:51.289313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T23:24:51.072477Z digest=sha256:60b6d2617f33ec9c1b028f392315a82f997b8025d976ae0be69f7d0df4a8fa49

Observation 3eb3ccdb-aa28-4ce4-abdd-338f7e0aa764 · outbound

This paper cites an unresolved cited work.

Uncertainty of high-dimensional genetic data prediction with polygenic risk scores Unresolved cited work

Reference 87

Resolution
unresolved
raw_fallback, observed 2026-08-10T23:24:51.274728Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T23:24:51.076237Z digest=sha256:960354be4fb1a444d40021dcf63413738a1a7146834b7615fe092b2e76ad221f

Observation 14e45f34-4bac-44ab-8321-1551cc135896 · outbound

This paper cites Notice that for β∈ Ξ5, we can further simplify our Berry-Esseen upper bounds in eq.

Uncertainty of high-dimensional genetic data prediction with polygenic risk scores Notice that for β∈ Ξ5, we can further simplify our Berry-Esseen upper bounds in eq

Reference 88

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:24:51.261844Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T23:24:51.080024Z digest=sha256:6428ed8dba27735145e896287cf91ee89248fda5c182ad91be3d998029b3285e

Observation 983fefd0-484d-4205-95c0-eb4e1749d1fb · outbound

This paper cites −Σ(1 + mnΣ)−1 0 0 mn # , and Σ =.

Uncertainty of high-dimensional genetic data prediction with polygenic risk scores −Σ(1 + mnΣ)−1 0 0 mn # , and Σ =

Reference 89

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:24:51.248705Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T23:24:51.083997Z digest=sha256:4f4b049813c07bcc20e62d5d9fd98307e846918ffb224aca94570dafdb9ead54

Observation c955ff45-d263-428c-9054-94a3ebb65692 · outbound

This paper cites de-biased.

Uncertainty of high-dimensional genetic data prediction with polygenic risk scores de-biased

Reference 90

Resolution
malformed identifier
raw_fallback, observed 2026-08-10T23:24:51.234401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T23:24:51.088408Z digest=sha256:69adf31a3b8e5f38ac832b6294d92bee1081620c1b2d51aa547bfc0786a884d0

Observation bcb6b740-3d28-47cb-9de1-e7e48e6b6bff · outbound

This paper cites an unresolved cited work.

Uncertainty of high-dimensional genetic data prediction with polygenic risk scores Unresolved cited work

Reference 91

Resolution
unresolved
raw_fallback, observed 2026-08-10T23:24:51.221068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T23:24:51.092268Z digest=sha256:b2dd3f1d3d4a47277f32d893fe4f4954d19ec5d676556db0edf2151ad58338aa

Observation 121b314e-6dbd-44a1-b1aa-301e0cdab816 · outbound

This paper cites S.10.4.1 Concentration for the first quantity In this section, we provide concentration for y⊤X(X⊤X + nλIp)−1Σ(X⊤X + nλIp)−1X⊤y in three steps.

Uncertainty of high-dimensional genetic data prediction with polygenic risk scores S.10.4.1 Concentration for the first quantity In this section, we provide concentration for y⊤X(X⊤X + nλIp)−1Σ(X⊤X + nλIp)−1X⊤y in three steps

Reference 92

Resolution
malformed identifier
raw_fallback, observed 2026-08-10T23:24:51.207890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T23:24:51.096093Z digest=sha256:1223023ae2dae3803abe130c061896439bf18c4593b4bac32401edfa8082b983

Observation a009b82f-7519-4622-ab20-f2127bd58f69 · outbound

This paper cites an unresolved cited work.

Uncertainty of high-dimensional genetic data prediction with polygenic risk scores Unresolved cited work

Reference 93

Resolution
unresolved
raw_fallback, observed 2026-08-10T23:24:51.194266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T23:24:51.099878Z digest=sha256:eb1f05939be8804394ebf5b0521d0fda91e4e1e0857f7a80919e49bfaf6186d2

Observation a64686c8-ccb8-4aac-93ab-6b0daf50afce · outbound

This paper cites For the first quantity (ϵ⊤ z + β⊤Z)(Z⊤β + ϵz), recall in eq.

Uncertainty of high-dimensional genetic data prediction with polygenic risk scores For the first quantity (ϵ⊤ z + β⊤Z)(Z⊤β + ϵz), recall in eq

Reference 94

Resolution
malformed identifier
raw_fallback, observed 2026-08-10T23:24:51.181488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T23:24:51.103240Z digest=sha256:f1443a1a4ffab0973c84c4efea9749b8e128cc606a1298a0fcf21a6d5f950fc1

Pith citing papers

No inbound Pith citation observations are available.