NEOMED Library: Journal Club Presentation Resources (Statistics Help): ANOVA / Misc. Statistics Resources

ANOVA, ANCOVA, MANOVA

Statistics Review 9: One-way Analysis of Variance
Bewick V, Cheek L, Ball J. 2004. Statistics review 9: one-way analysis of variance. Crit Care 8(2):130-6.
Statistical Soup: ANOVA, ANCOVA, MANOVA, & MANCOVA
Stats Make Me Cry Consulting
ANCOVA
Jorge L. Mendoza at the University of Oklahoma
ANCOVA
Lehigh University
Understanding Analysis of Covariance (ANCOVA)
Robert A. Horn, Ph.D. - Northern Arizona University
Multivariate Analysis of Variance (MANOVA)
Gregory Carey - University of Colorado
One-Way ANOVA
Statistics Knowledge Portal

Misc. Statistical Tests & Information

Two-by-Two Factorial Design
Haerling Adamson K, Prion S. Two-by-Two Factorial Design. Clin Simul Nurs. 2020 Dec;49:90-91. doi: 10.1016/j.ecns.2020.06.004. Epub 2020 Aug 6. PMID: 33024457; PMCID: PMC7529390.
Association and Correlation
Chris Wild, University of Auckland
Association or Causation? How Do We Ever Know?
CEBM and University of Oxford's Catalogue of Bias. It includes an explanation of confounding.
Bandolier: The Consumer's Guide to Subgroup Analysis
8. The Chi squared tests
BMJ: Statistics at square one
Cochran–Mantel–Haenszel Test
Handbook of Biological Statistics by John H. McDonald
Difference Between Endpoints and Outcomes
Chapter 1 of the NIH Collaboratory Living Textbook of Pragmatic Clinical Trials
Effect Size YouTube Video
StatisticsLectures.com
F-Test
Part of lecture by James Jones, Professor of Mathematics at Richland Community College.
Fisher's Exact Test of Independence
Handbook of Biological Statistics John H. McDonald
Fisher’s Exact Test: Definition, Formula, and Example
Statology
Gatekeeping Procedures with Clinical Trial Applications
Dmitrienko A, Tamhane AC. Gatekeeping procedures with clinical trial applications. Pharm Stat. 2007;6(3):171-80.
How to Interpret ROC Curves
Terry Shaneyfelt, M.D.
Independent, Dependent and Confounding Variables in Quantitative Research YouTube video
NurseKillam
Interpretation of Random Effects Meta-analyses
Riley RD, Higgins JP, Deeks JJ. Interpretation of random effects meta-analyses. BMJ. 2011;342:d549.
Least Squares Mean
Statistics Knowledge Portal
Diagnostic tests 4: Likelihood Ratios
Deeks JJ, Altman DG. Diagnostic tests 4: likelihood ratios. BMJ. 2004;329(7458):168-169. doi:10.1136/bmj.329.7458.168
Markov Models
PubMed article abstract
Sonnenberg FA, Beck JR. Markov models in medical decision making: a practical guide. Med Decis Making. 1993;13(4):322-38.
Mixed Effects Models for Repeated Measures (MMRM)
Andersen SW, Millen BA. On the practical application of mixed effects models for repeated measures to clinical trial data. Pharm Stat. 2013;12(1):7-16. Article available to OhioLINK patrons.
Multiple Significance Tests: the Bonferroni Method
Bland JM. Multiple significance tests: the Bonferroni method. BMJ 1995;310:170.
Nominal, Ordinal, or Numerical Variables?
Students 4 Best Evidence (S4BE)
Poisson Distribution
Number Watch by Professor John Brignell
Statistics Review 8: Qualitative Data - Tests of Association
Bewick V, Cheek L, Ball J. Statistics review 8: Qualitative data - tests of association. Crit Care. 2004;8(1):46-53.
Tips for Learners of Evidence-Based Medicine: 3. Measures of Observer Variability (kappa statistic)
Article available online:
McGinn T, Wyer PC, Newman TC, et al. Tips for learners of evidence-based medicine: 3. measures of observer variability (kappa statistic). CMAJ. 2004;171(11):1369–1373.
Twenty Statistical Errors Even You Can Find in Biomedical Research Articles
Lang T. Twenty statistical errors even you can find in biomedical research articles. Croat Med J. 2004;45(4):361-70.
Using Effect Size—or Why the P Value Is Not Enough
Sullivan GM, Feinn R. Using Effect Size-or Why the P Value Is Not Enough. J Grad Med Educ. 2012;4(3):279-82.
What is Person - Time?
What Is the Bonferroni Correction?
American Academy of Orthopaedic Surgeons
What is the Difference Between Completely Missing Completely at Random and Missing at Random
Bhaskaran K, Smeeth L. What is the difference between missing completely at random and missing at random? International Journal of Epidemiology. 2014;43(4):1336-1339.
The t-Test
Statistics Knowledge Portal
Exploratory Data Analysis
Statistics Knowledge Portal
- Types of graphs and charts
The Problem of Multiple Comparisons Video
NEJM Evidence

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Journal Club Presentation Resources (Statistics Help): ANOVA / Misc. Statistics Resources

ANOVA, ANCOVA, MANOVA

Misc. Statistical Tests & Information