A Part of the Data Cleaning Process That Identifies Data

question 15

True/False

A part of the data cleaning process that identifies data that are out of range or logically inconsistent,or that have extreme values,is called consistency checks.

---

Definitions:

Coefficient of Multiple Correlation

A statistical measure that represents the strength of the relationship between several independent variables and a single dependent variable.

Null Hypothesis

A statement in statistics that proposes there is no significant effect or difference, and any observed difference is due to sampling or experimental error.

Estimated Partial-regression Coefficient

A measure used in multiple regression analysis that represents the relationship between a designated independent variable and the dependent variable, with other variables held constant.

Adjusted Multiple Coefficient of Determination

A statistical measure that adjusts the coefficient of determination (R-squared) for the number of predictors in a multiple regression model, providing a more accurate assessment of the model's explanatory power.