Revisiting Some Useful Statistical Guidelines in Circulation Research in Response to a Changing Landscape

doi:10.1161/CIRCRESAHA.120.317360

Review

. 2021 May 28;128(11):1724-1727.

doi: 10.1161/CIRCRESAHA.120.317360. Epub 2021 May 25.

Revisiting Some Useful Statistical Guidelines in Circulation Research in Response to a Changing Landscape

Heather M Highland¹, Eric R Gamazon^{2

3}, Jennifer E Below⁴

Affiliations

¹ Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill, NC (H.H.).
² Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, TN (E.G.).
³ MRC Epidemiology Unit, University of Cambridge, Cambridge, UK (E.G.).
⁴ Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, TN (J.B.).

PMID: 34032508
PMCID: PMC8202354
DOI: 10.1161/CIRCRESAHA.120.317360

Review

Revisiting Some Useful Statistical Guidelines in Circulation Research in Response to a Changing Landscape

Heather M Highland et al. Circ Res. 2021.

. 2021 May 28;128(11):1724-1727.

doi: 10.1161/CIRCRESAHA.120.317360. Epub 2021 May 25.

Authors

Heather M Highland¹, Eric R Gamazon^{2

3}, Jennifer E Below⁴

Affiliations

¹ Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill, NC (H.H.).
² Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, TN (E.G.).
³ MRC Epidemiology Unit, University of Cambridge, Cambridge, UK (E.G.).
⁴ Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, TN (J.B.).

PMID: 34032508
PMCID: PMC8202354
DOI: 10.1161/CIRCRESAHA.120.317360

No abstract available

Keywords: American Heart Association; data analysis; regression analysis; statistics; unsupervised machine learning.

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References

1. Wallenstein S, Zucker CL, Fleiss JL. Some statistical methods useful in circulation research. Circ Res. 1980;47:1–9. - PubMed
1. Althouse AD, Below JE, Claggett BL, et al.. Guidelines for Statistical Reporting in Cardiovascular Medicine: A Special Report From the American Heart Association. Circulation. 2021 - PubMed
1. Wasserstein RL, Lazar NA. The ASA Statement on p -Values: Context, Process, and Purpose. Am Stat. 2016;70:129–133.
1. Nakagawa S, Cuthill IC. Effect size, confidence interval and statistical significance: a practical guide for biologists. Biol Rev Camb Philos Soc. 2007;82:591–605. - PubMed
1. Harrington D, D’Agostino RB, Gatsonis C, Hogan JW, Hunter DJ, Normand S-LT, Drazen JM, Hamel MB. New guidelines for statistical reporting in the journal. N Engl J Med. 2019;381:285–286. - PubMed

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[1] Wallenstein S, Zucker CL, Fleiss JL. Some statistical methods useful in circulation research. Circ Res. 1980;47:1–9. - PubMed

[2] Wallenstein S, Zucker CL, Fleiss JL. Some statistical methods useful in circulation research. Circ Res. 1980;47:1–9. - PubMed

[3] Althouse AD, Below JE, Claggett BL, et al.. Guidelines for Statistical Reporting in Cardiovascular Medicine: A Special Report From the American Heart Association. Circulation. 2021 - PubMed

[4] Althouse AD, Below JE, Claggett BL, et al.. Guidelines for Statistical Reporting in Cardiovascular Medicine: A Special Report From the American Heart Association. Circulation. 2021 - PubMed

[5] Wasserstein RL, Lazar NA. The ASA Statement on p -Values: Context, Process, and Purpose. Am Stat. 2016;70:129–133.

[6] Wasserstein RL, Lazar NA. The ASA Statement on p -Values: Context, Process, and Purpose. Am Stat. 2016;70:129–133.

[7] Nakagawa S, Cuthill IC. Effect size, confidence interval and statistical significance: a practical guide for biologists. Biol Rev Camb Philos Soc. 2007;82:591–605. - PubMed

[8] Nakagawa S, Cuthill IC. Effect size, confidence interval and statistical significance: a practical guide for biologists. Biol Rev Camb Philos Soc. 2007;82:591–605. - PubMed

[9] Harrington D, D’Agostino RB, Gatsonis C, Hogan JW, Hunter DJ, Normand S-LT, Drazen JM, Hamel MB. New guidelines for statistical reporting in the journal. N Engl J Med. 2019;381:285–286. - PubMed

[10] Harrington D, D’Agostino RB, Gatsonis C, Hogan JW, Hunter DJ, Normand S-LT, Drazen JM, Hamel MB. New guidelines for statistical reporting in the journal. N Engl J Med. 2019;381:285–286. - PubMed

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Revisiting Some Useful Statistical Guidelines in Circulation Research in Response to a Changing Landscape

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Revisiting Some Useful Statistical Guidelines in Circulation Research in Response to a Changing Landscape

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