When the Null Hypothesis Is Rejected Based on the Durbin-Watson

question 112

Essay

When the null hypothesis is rejected based on the Durbin-Watson statistic, what types of problems occur in regression analysis?

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Definitions:

Independent Variables

Variables in an experiment or model that are manipulated to determine their effect on dependent variables.

Sample Size

The number of observations or data points collected in a study or experiment, critical for determining the study's statistical power and reliability.

Explanatory Variables

Variables in a statistical model that are believed to cause, or explain, changes in the response variable.

Unit Change

refers to a single increment change in the independent variable value, examining its effect on the dependent variable.