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Paper Citation Record · LEDGER

Selecting the Number of States in Hidden Markov Models - Pitfalls, Practical Challenges and Pragmatic Solutions

As of 14 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 1 inbound Pith citation observation for arXiv:1701.08673.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
1701.08673 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 1 of 1 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T10:56:30.084469Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-12T10:56:30.152424Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation a5fe2270-e064-4c9c-83bb-77dfe4e81a2c · inbound

Improved order selection method for hidden Markov models: a case study with movement data cites this paper.

Improved order selection method for hidden Markov models: a case study with movement data Selecting the Number of States in Hidden Markov Models - Pitfalls, Practical Challenges and Pragmatic Solutions

Reference 37

Resolution
verified exact
local_arxiv, observed 2026-08-12T10:56:30.158549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-12T10:56:30.084469Z digest=sha256:7616d2a0154b022c1bc9a1b848bbd3a5630806ce17a8116bcc107d8a088cc166