These Skills span all four Stages, but most of them need to be honed at Stages 1 and 2
The Craft of Statistical Analysis Free Webinars
Statistically Speaking Trainings
- (Just About) Everything You Need To Know Before Starting a Survey
- The Fundamentals of Sample Size Calculations
- Power Analysis and Sample Size Determination Using Simulation
- Small Sample Statistics
- A Data Analyst’s Guide to Methods and Tools for Reproducible Research
- Communicating Statistical Results to Non-Statisticians
- Communicating Statistical Results: When to Use Tables vs Graphs to Tell the Data’s Story
Articles at The Analysis Factor
Planning and Choosing a Data Analysis
- Strategies for Choosing and Planning a Statistical Analysis
- When To Fight For Your Analysis and When To Jump Through Hoops
- Chi-square test vs. Logistic Regression: Is a fancier test better?
- Statistical Consulting 101: 4 Questions you Need to Answer to Choose a Statistical Method
- 5 Practical Issues to Consider in Choosing a Statistical Analysis
- What Makes a Statistical Analysis Wrong?
Data Preparation
- An Easy Way to Reverse Code Scale items
- Preparing Data for Analysis is (more than) Half the Battle
- Rescaling Sets of Variables to Be on the Same Scale
- The Wide and Long Data Format for Repeated Measures Data
- On Data Integrity and Cleaning
Running any Data Analysis
- 3 Tips for Keeping Track of Data Files in a Large Data Analysis
- Tricks for Using Word to Make Statistical Syntax Easier
- Statistical Rules of Thumb: Essential Practices or Urban Myths?
- The Data Analysis Work Flow: 9 Strategies for Keeping Track of your Analyses and Output
- Respect Your Data
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