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Multiple imputation in Stata®: Predictive mean matching

90.5K subscribers

22K views 12 years ago

Learn how to use Stata's mi suite of commands to handle missing data. This tutorial covers how to impute a single continuous variable with predictive mean matching using the mi impute pmm command. Note that in later versions of Stata, you will need to type 1 into the field for "Number of nearest neighbors" https://www.stata.com Copyright 2011-2019 StataCorp LLC. All rights reserved.

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Multiple imputation in Stata®: Predictive mean matching

68Likes

22,740Views

2013Apr 1

Example Data

0:29

Multiple Imputation Control Panel

1:45

Register Variables To Be Imputed

2:17

Tabulate Missing Values

2:38

StataCorp LLC

Software company

3.9(12)

StataCorp LLC

90.5K subscribers

Multiple imputation in Stata®: Predictive mean matching

Key moments View all

Example Data

Example Data

Example Data

Multiple Imputation Control Panel

Multiple Imputation Control Panel

Multiple Imputation Control Panel

Register Variables To Be Imputed

Register Variables To Be Imputed

Register Variables To Be Imputed

Tabulate Missing Values

Tabulate Missing Values

Tabulate Missing Values

Predictive Mean Matching for a Continuous Variable

Predictive Mean Matching for a Continuous Variable

Predictive Mean Matching for a Continuous Variable

Featured places See more information in Google Maps

StataCorp LLC

Software company

StataCorp LLC

Multiple imputation in Stata®: Predictive mean matching

Comments 7

Key moments

Example Data

Example Data

Example Data

Multiple Imputation Control Panel

Multiple Imputation Control Panel

Multiple Imputation Control Panel

Register Variables To Be Imputed

Register Variables To Be Imputed

Register Variables To Be Imputed

Tabulate Missing Values

Tabulate Missing Values

Tabulate Missing Values

Predictive Mean Matching for a Continuous Variable

Predictive Mean Matching for a Continuous Variable

Predictive Mean Matching for a Continuous Variable

Description

Key moments View all

Example Data

Example Data

Example Data

Multiple Imputation Control Panel

Multiple Imputation Control Panel

Multiple Imputation Control Panel

Register Variables To Be Imputed

Register Variables To Be Imputed

Register Variables To Be Imputed

Tabulate Missing Values

Tabulate Missing Values

Tabulate Missing Values

Featured places See more information in Google Maps

StataCorp LLC

Software company

StataCorp LLC

Key moments

Key moments