Inference

One Variable

Two Variables

Categorical

Types of Variables

Continuous

One Mean

Explanatory: Categorical
Response: Continuous

Explanatory: Continuous
Response: Continuous

Explanatory: Categorical
Response: Categorical

Explanatory: Continuous
Response: Categorical

> Two Levels of
Explanatory Variable

Two Levels of
Explanatory Variable

Two Levels of
Explanatory Variable

\( > \) Two Levels of
Explanatory Variable

Two Proportions

Multiple Proportions
(Test of Independence)

Two Means

Multiple Means

Linear
Regression

Logistic
Regression

Two Levels
of Variable

\( > \) Two Levels
of Variable

One Proportion

Goodness of Fit

Independent
Samples

Paired
Samples

One Response Variable
and At Least Two Predictor Variables
(Generalized Linear Model)

Response: Categorical

Response: Continuous

Multiple Logistic
Regression

Multiple Linear
Regression

Example

Example

Example

Example

Example

Example

Example

Example

Example

Example

Example

Example 2

Example 2

Created by Chester Ismay

  • Email: chester.ismay@gmail.com
  • http://ismayc.github.io
  • Materials available on
    my GitHub here
  • Each of the links at the end nodes correspond to traditional hypothesis tests in a mind map. The Examples (mostly) include both traditional and simulation, bootstrapping, and/or randomization ideas.

Example