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Statistics By Jim

Making statistics intuitive

  • Graphs
  • Basics
  • Hypothesis Testing
  • Regression
  • ANOVA
  • Probability
  • Time Series
  • Fun

Statistics by Jim

Welcome to my statistics blog! If you are interested in learning statistics at a deeply intuitive level, you’re at the right place!

Please explore! I have organized the topics by statistical area, which you can find in the menu bar at the top. I’m rapidly adding new statistical content. You can also use the search box in the right-hand menu. Currently, the categories are:

  • Basic statistical concepts
  • Hypothesis Testing
  • Regression
  • ANOVA
  • Probability
  • Time Series
  • Fun
  • Glossary
  • Blog (contains all of my posts.)
Probability distribution plot shows how our sample mean has a p-value of 0.031.
Graphical representation of a p-value in a 1-sample t-test.

Start clicking around my statistics blog, and I’m sure you’ll find something interesting! Don’t hesitate to leave a comment or drop me a line. If you subscribe, you’ll receive an email every time I publish a new blog post. And, if you read something that you find particularly valuable, please share it! The enjoyment I get out of this statistics blog comes from knowing that the topics are helpful and being shared amongst those learning statistics!

I love analyzing data! I’ve been performing statistical analysis on-the-job for 20 years and helping people learn statistics for over a decade. I also love talking and writing about stats. Learning statistics can be easy. My approach is to use plain English, concepts, and graphs to help you understand. It does not have to be hard!

Plot of nonlinear regression model of density and electron mobility.
Nonlinear regression model of electron mobility by density.

If you’d like to know more about me, my background, and my view of statistical analysis, please read: About Me.

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Meet Jim

I’ll help you intuitively understand statistics by focusing on concepts and using plain English so you can concentrate on understanding your results.

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Buy My Introduction to Statistics Book!

Cover of my Introduction to Statistics: An Intuitive Guide ebook.

Buy My Hypothesis Testing Book!

Cover image of my Hypothesis Testing: An Intuitive Guide ebook.

Buy My Regression Book!

Cover for my ebook, Regression Analysis: An Intuitive Guide for Using and Interpreting Linear Models.

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    Top Posts

    • How to Interpret P-values and Coefficients in Regression Analysis
    • How To Interpret R-squared in Regression Analysis
    • Multicollinearity in Regression Analysis: Problems, Detection, and Solutions
    • How to Interpret the F-test of Overall Significance in Regression Analysis
    • How to do t-Tests in Excel
    • Z-table
    • Mean, Median, and Mode: Measures of Central Tendency
    • How to Find the P value: Process and Calculations
    • F-table
    • Understanding Interaction Effects in Statistics

    Recent Posts

    • Sampling Frame: Definition & Examples
    • Probability Mass Function: Definition, Uses & Example
    • Using Scientific Notation
    • Selection Bias: Definition & Examples
    • ANCOVA: Uses, Assumptions & Example
    • Fibonacci Sequence: Formula & Uses

    Recent Comments

    • Jim Frost on Beta Distribution: Uses, Parameters & Examples
    • Norman Abraham on Beta Distribution: Uses, Parameters & Examples
    • Morris on Validity in Research and Psychology: Types & Examples
    • Jim Frost on What are Robust Statistics?
    • Allan Fraser on What are Robust Statistics?

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