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Anisotropy in Pantheon+ supernovae

T0 review · 2 major / 5 minor · reviewed 2026-08-12 · deepseek-v4-flash

Pith's one-line read This paper claims that the local Hubble expansion and the deceleration parameter carry statistically significant dipoles in every reference frame, so the acceleration inferred from supernovae is a local bulk-flow effect rather than the…

desk verdict A careful, reproducible re-analysis that makes a strong H0-dipole claim and a stronger q0-dipole claim; the q0 significance needs a null calibration before the >5 sigma wording can be trusted. read the letter →

arxiv 2411.10838 v2 pith:GHGI6B4G submitted 2024-11-16 astro-ph.CO gr-qchep-ph

classification astro-ph.COgr-qchep-ph
keywords TypeIasupernovaeHubbleparameteranisotropydecelerationpeculiarvelocitiesbulkflowtilteduniversecosmologicalprinciplePantheon+catalogue
verification ladder T0 review T1 audit T2 compute T3 formal

The pith

A machine-rendered reading of the paper's core claim, the machinery that carries it, and where it could break.

The reading

This paper re-analyzes the Pantheon+ Type Ia supernova catalogue with maximum-likelihood estimators to test the isotropy of the cosmic expansion, working in the heliocentric, CMB and Local Group frames. The authors find a statistically significant dipolar variation in the Hubble expansion rate exceeding 1.5 km/s/Mpc over 0.023 < z < 0.15 in all three frames, larger than the claimed 1% precision of the local H0 measurement. They also find a >5 sigma, redshift-dependent dipole in the deceleration parameter q0, consistent with earlier JLA results. They conclude that the inferred cosmic acceleration cannot be due to a cosmological constant and is instead a general-relativistic effect of the local bulk flow. A sympathetic reader cares because this directly challenges the standard ΛCDM interpretation of dark energy and reframes the Hubble tension as a breakdown of the assumption that the local universe is isotropic.

What carries the argument

The argument is carried by a maximum-likelihood estimator that analytically marginalises over an intrinsic Gaussian scatter in absolute magnitude (and, in analysis C2, over stretch and colour), combined with a third-order cosmographic expansion of the distance modulus in redshift. Anisotropy is parametrised as $H = H_m + H_d \hat{n}$ for the Hubble parameter and $q_0 = q_m + q_d \hat{n} e^{-z/S}$ for the deceleration parameter, with significance assessed by Wilks' theorem. The frame choice is the critical handle: the same data are fit in heliocentric ($z_{\mathrm{hel}}$), CMB ($z_{\mathrm{CMB}}$) and Local Group ($z_{\mathrm{LG}}$) frames, and compared with the 'Hubble diagram' frame $z_{\mathrm{HD}}$ in which redshifts are corrected for both observer and host-galaxy peculiar velocities using a Newtonian flow model that assumes ΛCDM beyond the survey volume. The physical interpretation invokes the relativistic tilted-universe equations, in which two observers in relative motion assign different deceleration tensors to the same spacetime, producing a Doppler-like dipole in $H$ and $q_0$ that decays with redshift.

What would settle it

A decisive check is to repeat the dipole fit on a supernova sample that has not been pre-corrected with model-dependent peculiar velocities and that has uniform sky coverage in redshift bins: if the dipole in H0 or q0 disappears or shifts direction when only the raw redshifts and a complete-sky selection are used, the claim would be refuted. The tilted-universe interpretation specifically predicts that the q0 dipole should decay on a scale of order S ~ 0.01 and align with the local bulk flow, so a future dataset with thousands of low-redshift supernovae that shows an undiminished or misaligned dipole at z > 0.1 would also falsify it.

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Extended reading notes

Core claim

The paper's central claim is that the local expansion of the universe is anisotropic at a level that is too large to ignore. On the Pantheon+ sample, a dipole in the Hubble parameter of amplitude greater than 1.5 km/s/Mpc is reported in the redshift range 0.023 < z < 0.15 in the heliocentric, CMB and Local Group frames. The deceleration parameter q0 shows a dipolar modulation that decays with redshift, with a significance above 5 sigma when the sample includes SNe at z > 0.00937. The direction and decay length of the q0 dipole match the signature expected from an observer moving with a contracting bulk flow in the 'tilted universe' scenario, so the authors conclude that the cosmic acceleration inferred from supernovae cannot be due to a cosmological constant.

Load-bearing premise

The central premise is that the Pantheon+ covariance matrix and the peculiar-velocity corrections are accurate enough for the claimed precision; those corrections assume a ΛCDM background beyond the survey volume, so a wrong flow model could create or hide the dipole.

Editorial extensions

If this is right

  • The local measurement of H0 to 1% precision is not valid if the local expansion is anisotropic at the level reported, since the anisotropy exceeds the claimed precision in the same redshift range.
  • The cosmic acceleration inferred from supernovae cannot be attributed to a cosmological constant; it would instead be a general-relativistic effect of the local bulk flow.
  • Redshift corrections that apply model-dependent peculiar velocities ($z_{\mathrm{HD}}$) can mask a genuine dipole, so the standard 'isotropisation' of supernova data assumes the very cosmological model being tested.
  • The monopole deceleration parameter is consistent with zero unless light-curve stretch and colour are allowed to be sample- and redshift-dependent, which would undermine the standard-candle assumption.
  • The dipole in $q_0$ decays with redshift as predicted by the tilted-universe scenario, providing a consistency check against the data.

Reading between the lines

Editorial extensions of the paper, not claims the author makes directly.

  • A natural extension is to map the dipole as a function of redshift and sky position using upcoming wide-field supernova samples; if the dipole direction is stable and scales as the predicted decay, this would strengthen the bulk-flow interpretation without relying on the Pantheon+ covariance.
  • If the tilted-universe interpretation is right, the same frame-dependent anisotropy should appear in other cosmological observables, such as the kinetic Sunyaev-Zeldovich effect or gravitational lensing, which could be tested with CMB and galaxy-survey data.
  • The paper implicitly predicts that a correction based on a fully relativistic (rather than Newtonian, ΛCDM-extended) peculiar-velocity model would still leave a residual dipole; fitting this would quantify how much of the signal is model-dependent.
  • The observed anisotropy may also affect distance-ladder estimates of the Hubble constant, suggesting that the 'Hubble tension' could be partly a geometric effect of the local flow.
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Editorial analysis

A structured set of objections, weighed in public.

Desk editor's note, referee report, and a circularity audit.

Referee Report

2 major / 5 minor

Summary. This paper analyses the Pantheon+ Type Ia supernova catalogue for large-scale dipolar anisotropies in the Hubble expansion rate and the deceleration parameter, using maximum-likelihood estimators in the heliocentric, CMB, and Local Group frames, with two treatments of light-curve standardisation (C1 and C2). In the redshift range 0.023 < z < 0.15, the authors report a dipolar variation in H0 exceeding 1.5 km/s/Mpc in all three frames, with significances ranging from about 3 to 8 sigma depending on analysis choices. For q0, they find a redshift-dependent dipole that decays with redshift, claiming >5 sigma significance in several frames, and interpret this as evidence of a 'tilted universe' scenario in which the apparent cosmic acceleration is an artefact of the local bulk flow, concluding that the acceleration cannot be due to a cosmological constant.

Significance. If the statistical claims hold, the results would challenge the standard FLRW interpretation of the supernova Hubble diagram and would tie together several existing anomalies: the CMB dipole, the bulk flow, and the anisotropy of the deceleration parameter. The paper is careful in several respects: it provides two independent analysis pipelines (C1 and C2), examines three different observer frames, releases the code, and presents falsifiable predictions, notably the redshift decay of the q0 dipole in Fig. 9 and the shell-resolved dipole of H0 in Fig. 3. These are genuine strengths. The main risk is statistical: the >5 sigma claim for the q0 dipole rests on an application of Wilks' theorem to a model with parameters that are unidentifiable at the null hypothesis, and the significance of the H0 dipole shows a notable sensitivity to the intrinsic-scatter parameter sigma_M0. These issues are load-bearing and require additional calibration before the central claims can be accepted.

major comments (2)
  1. [§3.2, Eq. (15), Table 5] The significance of the q0 dipole is computed from the profile likelihood ratio using Wilks' theorem with 2 or 4 degrees of freedom. At the null hypothesis qd = 0, however, the dipole direction n and the decay scale S are unidentifiable: the model q0 = qm + qd·n e^{−z/S} collapses to q0 = qm for all n and S. The likelihood-ratio statistic is therefore the supremum of a χ² process over the two-sphere and over S, and its null distribution is not χ² with 2 or 4 d.o.f. The check in §3.1 that the pull distribution is 'narrower than Gaussian' refers to standardized residuals, not to the null distribution of the profile likelihood ratio, so it does not validate the reported significances. Since the abstract's central claim is that the deceleration parameter has a '> 5 sigma' dipolar modulation, the authors should calibrate the null distribution by Monte Carlo simulation of isotropic synthetic data using the same two pipelines and frames, and report empirical p-values (or a properly computed trials factor). Without this, the statistical significance of the q0 dipole is not established.
  2. [§3.1, footnote to Table 2] The significance of the Hubble-rate dipole in analysis C2 depends sensitively on the assumed intrinsic-scatter parameter sigma_M0. The footnote reports that if sigma_M0 is set to 0.2 (the best-fit value over the full 0 < z < 0.8 range), the significance in the heliocentric frame drops to 1.8 sigma, from values around 3.5–3.8 sigma in Tables 2 and 4. Since the abstract claims a 'statistically significant' dipolar variation 'in all frames', the authors should either demonstrate that profiling over sigma_M0 (rather than fixing it at a value chosen for a particular redshift range) yields a stable significance, or report the range of significances across reasonable treatments of sigma_M0 and temper the abstract accordingly. As written, the claim is not robust to this nuisance-parameter choice.
minor comments (5)
  1. [Abstract and §3.1] The abstract says the analyses are carried out in the heliocentric, CMB, and Local Group frames and then states 'In all frames' the Hubble expansion rate is anisotropic; this should be clarified to mean those three frames only, since Fig. 3 shows that in the zHD frame (with peculiar-velocity corrections) the dipole is consistent with zero in the SH0ES redshift range.
  2. [Tables 1–5] The notation 'α' for statistical significance (e.g., '3.5σ') conflicts with the standard use of α as the significance level; consider using 'Nsig' or 'significance' in the table headers and captions.
  3. [§3.1] The sentence 'Assuming that this follows a χ² distribution (with 3 d.o.f.)' should read 'Assuming that 2ΔLL follows a χ² distribution'; additionally, the likelihood expression in Eq. (8) would benefit from an explicit definition of the vectors and matrices involved.
  4. [Appendix A, Tables A1–A4] There are typographical errors in the captions ('wich' instead of 'which') and in Table A3 the entry '.03/ln 2' should be '0.03/ln 2'; these should be corrected.
  5. [§3.1, pull-distribution check] The statement that the pull distribution is 'narrower than Gaussian' is too terse to be evaluated; the authors should specify how the pull distribution is defined, report its variance, and explain why it bears on the likelihood-ratio calibration.

Circularity Check

1 steps flagged · score 2.0 of 10

Minor circularity: the q0 dipole decay is partly assumed via the authors' own exponential-decay ansatz, but the independent shell analysis and external comparisons keep the main anisotropy claims non-circular.

  1. ansatz smuggled in via citation [Section 3.2, Eq. (15); Section 4.4 and Fig. 9 caption]
    "We now look for a scale- dependent dipolar modulation in the deceleration parameter q0, adopting the same exponential decay with redshift motivated previously [16]: q0 = qm + qd · ˆne−z/S , (15) ... The observed decay of the dipole in the deceleration parameter with redshift is a key prediction of the tilted universe scenario as explained in § 4."

    The exponential-decay form in Eq. (15) is imported from Ref. [16], whose authors overlap with the present paper (Rameez and Sarkar), and the predicted decay is attributed to the tilted-universe scenario of Refs. [17,18] by co-author Tsagas. Thus the full-sample fit for a 'redshift-dependent dipolar modulation' in q0 operates inside a model that already contains the decay the theory is said to predict, so part of the confirmation is built into the parametrization. The circularity is only partial because the shell analysis of Fig. 9 fits a scale-independent dipole separately in each redshift shell and exhibits the decay without imposing the exponential ansatz; the main H0 dipole result does not depend on this step.

full rationale

The central claims of the paper are that the Hubble-rate dipole in 0.023 < z < 0.15 exceeds 1.5 km/s/Mpc and that the deceleration parameter carries a >5-sigma dipolar modulation. These are outputs of maximum-likelihood fits with Hd and qd as free parameters, not fitted inputs renamed as predictions; the fits are performed in several frames and with two analysis choices (C1 and C2), and the results are compared with independent studies of the same catalogue. The one identifiable circular element is the q0 analysis: the exponential-decay parametrization of Eq. (15) is taken from the authors' prior work [16], and the decay is then presented as a 'key prediction' of the tilted-universe scenario developed by co-author Tsagas. That is a mild self-citation/ansatz issue, but it is not load-bearing for the H0 dipole and it is mitigated by the shell analysis in Fig. 9, which sees the decay without assuming the exponential form. The Wilks-theorem calibration at the null point Hd=0 or qd=0, where dipole directions and decay scales are unidentifiable, is a genuine statistical robustness concern but is a matter of significance calibration rather than circularity. Overall, the paper is largely self-contained: the anisotropy detection is a data-driven likelihood result, and the theoretical interpretation is supported by an independent derivation in Section 4 and by external comparisons. Hence no significant circularity is found beyond the minor self-citation/ansatz step described above.

Assumptions & free parameters 6 free parameters · 5 assumptions · 0 invented entities

The central claims rest on the fitted dipole amplitudes Hd and qd, the decay scale S, and the choice of covariance and likelihood model. The tilted-universe interpretation introduces no new entity, but it does rely on identifying the Local Group frame as the bulk-flow frame and on the theoretical result that a peculiar flux induces apparent dipoles in H0 and q0.

free parameters (6)
  • Hd = 1.8 to 2.9 km/s/Mpc depending on frame and analysis
    The dipole amplitude in the Hubble parameter is fit directly to the data in Eq. (14).
  • Hm = about 70 km/s/Mpc
    The monopole Hubble parameter is fit simultaneously with the dipole in Tables 1 to 4.
  • qd = varies from about -2 to -64 depending on frame and analysis
    The dipole amplitude of the deceleration parameter is fit using Eq. (15) with a scale S.
  • qm = about -0.01 to -0.44 depending on frame and analysis
    The monopole deceleration parameter is fit simultaneously with qd.
  • S = 0.009 to 0.028 across frames
    The decay scale of the q0 dipole is fit in the redshift-dependent parametrization, making the claimed decay partly an output of the fit.
  • sigma_M0 = 0.135 for C2 in the low-z range
    The intrinsic scatter of absolute magnitude is fit; the paper notes that changing it to 0.2 reduces significances.
assumptions (5)
  • standard math The distance modulus follows the cosmographic Taylor expansion to third order in redshift, Eq. (1), which is valid only for z < 0.8 as stated.
    Section 3, Eq. (1), convergence constraint stated to be within 2%.
  • domain assumption The intrinsic scatter of SNe Ia absolute magnitudes is Gaussian with a single mean M0 and variance sigma_M0^2.
    Section 3, Eq. (7), likelihood construction following Ref. [23].
  • domain assumption Wilks' theorem applies to the likelihood ratio for the no-dipole hypothesis, with 3 or 4 degrees of freedom.
    Section 3.1, significance calculation; the authors note the pull distribution is narrower than Gaussian, which they claim makes the procedure conservative.
  • ad hoc to paper The peculiar velocity corrections applied in Pantheon+ are appropriate to remove, at least in the zHD analysis, and the uncorrected frames are meaningful for anisotropy tests.
    Section 2 describes the corrections as model-dependent and based on a Newtonian 2M++ reconstruction extended according to Lambda-CDM expectations.
  • domain assumption The covariance matrix from Lane et al. [25], used in analysis C2, correctly reconstructs the full 3N x 3N covariance including systematic terms.
    Section 3, C2 description and Appendix B.

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Cite this review

Pith. "Pith review of Anisotropy in Pantheon+ supernovae." pith.science (2026). https://pith.science/paper/GHGI6B4G

@misc{pith2026241110838,
  author       = {Pith},
  title        = {Pith review of: Anisotropy in Pantheon+ supernovae},
  year         = {2026},
  howpublished = {\url{https://pith.science/paper/GHGI6B4G}},
  note         = {Machine review of arXiv:2411.10838}
}
read the original abstract

We employ Maximum Likelihood Estimators to examine the Pantheon+ catalogue of Type Ia supernovae for large scale anisotropies in the expansion rate of the Universe. The analyses are carried out in the heliocentric frame, the CMB frame, as well as the Local Group frame. In all frames, the Hubble expansion rate in the redshift range 0.023 < z < 0.15 is found to have a statistically significant dipolar variation exceeding 1.5 km/s/Mpc, i.e. bigger than the claimed 1% uncertainty in the SH0ES measurement of the Hubble parameter H_0. The deceleration parameter too has a redshift-dependent dipolar modulation at > 5 sigma significance, consistent with previous findings using the SDSSII/SNLS3 Joint Lightcurve Analysis catalogue. The inferred cosmic acceleration cannot therefore be due to a Cosmological Constant, but is likely a general relativistic effect due to the anomalous bulk flow in our local Universe.

Discussion (0). Continue with ORCID to comment.

Forward citations

Cited by 9 Pith papers

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  6. Redshift Dependence of $H_0$ Dipole in Pantheon+ Supernovae

    astro-ph.CO 2026-08 conditional novelty 4.0 of 10

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