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Introductions
Introduction to research
Philosophy of Science
Validity and reliability
Introduction to statistics
Introduction to qualitative methods
Introduction to computer software
EndNote
Epi Info
G*Power
IBM SPSS Statistics
NVivo
The R Project
SAS
Stata
Evidence Based Medicine
Aim, objective, hypothesis and research question
Statistics
Introduction to statistics
Study design (in studies using statistics)
Pilot studies (feasibility studies)
Important concepts in statistics
Observations and Variables
Central tendency
Statistical dispersion
Distributions
Standard error
Confidence intervals
Standard population
Degrees of freedom
Level of Significance
Data collection
Clean data file
Descriptive statistics
Descriptive statistics using numbers
Descriptive statistics using tables
Descriptive statistics using graphs
Confidence intervals
Inferential statistics
Effect size
Group comparisons
Parametric methods
Student’s t-test / ANOVA
Z-test
Non parametric methods
Chi-Square
Fisher’s exact test
Kaplan-Meyer and Log rank test
Mann-Whitney / Kruskal Wallis
Signs test / McNemars test
Propensity Score Matching (PSM)
Covariation
Agreements
Sensitivity / Specificity / ROC
Predictive value of test
Etiologic predictive value (EPV)
EPV Calculator
Likelihood ratio
Intra class correlation (ICC)
Kappa coefficient
Limits of agreement and Bland-Altman plots
Associations and predictions
Relative risk / Odds ratio
Cramer’s V-index
Cronbach’s alpha
Cochran-Mantel-Haenszel method
Regression and correlation
Standard linear regression
Logistic regression
Cox regression
Propensity Score Matching (PSM)
Advanced methods
Factor analysis
Multilevel analysis
Choosing statistical analysis
Sample size estimation
Health economics
Special considerations
Superiority, equivalence and non-inferiority trials
Intention to treat / Per protocol
Randomization
Rating scales and their statistics
Surveys-Questionnaires
Significant figures
Simpson’s paradox
Survival analysis
Evaluation of tests
Transformation of data
Comparing health care providers
Qualitative methods
Introduction to qualitative methods
Data collection
Transcribing
Coding and analysing qualitative data
Case studies
Content analysis
Ethnography
Grounded theory
Hermeneutics
Phenomenography
Phenomenology
Managing a project
Curiosity and Creativity
Supervision (of PhD students)
Writing a study protocol
Ethical review
Funding a project
Research logbook
Writing a scientific publication
Writing a systematic review
Searching for literature
Oral presentation
Storing of data
Housekeeping
Cinemaprojector
By
Ronny Gunnarsson
|
Published
January 26, 2018
|
Full size is
620 × 350
pixels
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