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data analysis plan

February Member Training: Choosing the Best Statistical Analysis

by TAF Support

Before you can write a data analysis plan, you have to choose the best statistical test or model. You have to integrate a lot of information about your research question, your design, your variables, and the data itself.

[Read more…] about February Member Training: Choosing the Best Statistical Analysis

Tagged With: data analysis plan, planning, Statistical analysis, statistical model

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Four Weeds of Data Analysis That are Easy to Get Lost In

by Karen Grace-Martin Leave a Comment

Every time you analyze data, you start with a research question and end with communicating an answer. In fact, defining that research question is vital to getting to the right answer.

But in between those start and end points are twelve other steps. I call this the Data Analysis Pathway. It’s a framework I put together years ago, inspired by a client who kept getting stuck in Weed #1. But I’ve honed it over the years of assisting thousands of researchers with their analysis.

[Read more…] about Four Weeds of Data Analysis That are Easy to Get Lost In

Tagged With: Data Analysis, data analysis plan, data issues

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What to Do When You Can’t Run the Ideal Analysis 

by Karen Grace-Martin Leave a Comment

One activity in data analysis that can seem impossible is the quest to find the right analysis.

I applaud the conscientiousness and integrity that underlies this quest. The problem is in many data situations there isn’t one right analysis.

[Read more…] about What to Do When You Can’t Run the Ideal Analysis 

Tagged With: choosing statistical analysis, communicate results, data analysis plan, data issues, Research Question, Study design

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Strategies for Choosing and Planning a Statistical Analysis

by Karen Grace-Martin 6 Comments

The first real data set I ever analyzed was from my senior honors thesis as an undergraduate psychology major. I had taken both intro stats and an ANOVA class, and I applied all my new skills with gusto, analyzing every which way.

It wasn’t too many years into graduate school that I realized that these data analyses were a bit haphazard and not at all well thought out. 20 years of data analysis experience later and I realized that’s just a symptom of being an inexperienced data analyst.

But even experienced data analysts can get off track, especially with large data sets with many variables. It’s just so easy to try one thing, then another, and pretty soon you’ve spent weeks getting nowhere. [Read more...] about Strategies for Choosing and Planning a Statistical Analysis

Tagged With: Censoring, data analysis plan, level of measurement, Missing Data, Multicollinearity, outliers, Research Question, small sample, statistical distributions, Study design, truncation

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  • Four Weeds of Data Analysis That are Easy to Get Lost In

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This Month’s Statistically Speaking Live Training

  • February Member Training: Choosing the Best Statistical Analysis

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