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.
Introduction to ANOVA / MANOVA
StatSoft - Dell Software
Statistics Glossary: Design of Experiments & ANOVA
Valerie J. Easton and John H. McColl
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
Multivariate Analysis of Variance (MANOVA)
Aaron French, Marcelo Macedo, John Poulsen, Tyler Waterson and Angela Yu - San Francisco State University
Variance Components and Mixed Model ANOVA/ANCOVA
StatSoft - Dell Software

Evaluating Graphs and Images

What is Wrong With This Picture?
BMC Biology article collection
Beyond Bar Charts
Saxon E. Beyond bar charts. BMC Biology. 2015;13:60.

Misc. Statistical Tests & Information

2x2 Between Subjects Factorial Design
Psychology World website
Adjusting for Prognostic Imbalances Video
McMaster Evidence-Based Clinical Practice Workshops
Dr. Gordon Guyatt
Adjusted or Stratified Analysis
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
Chi Squared and Fisher's Exact Tests
James Denvir, Ph.D., Mashall University
Cochrane Collaboration Glossary
Statistical terminology
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
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
The Stats Design and Analysis Web Guide (DAWG) - University of Tennessee
Likelihood Ratio
Centre for Evidence Based Medicine Oxford
Making Sense of Likelihood Ratios Video
McMaster Evidence-Based Clinical Practice Workshops
Dr. Scott Richardson
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 Glossary: Categorical Data
Valerie J. Easton and John H. McColl
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.
χ2 Test of Association; Fisher's Exact Test; McNemar's Test; Odds Ratio; Risk Ratio; Yates' Correction
Bewick V, Cheek L, Ball J. Statistics review 8: Qualitative data - tests of association. Crit Care. 2004;8(1):46-53.

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

ANOVA, ANCOVA, MANOVA

Evaluating Graphs and Images

Misc. Statistical Tests & Information