Homoskedastic Mean?

521 views 1 replies

Homoskedastic Mean?
A statistics term indicating that the variance of the errors over the sample are similar. This type of error structure is most often assumed in statistics, but is not always the case when regression is done. If the variance of the errors around the line of best fit varies much, it will not show a pattern or 

Replies (1)

Homoskedastic is an adjective describing a statistical model in which the errors are drawn from the same distribution for all values of the independent variables. 

This is a strong assumption, and includes in particular the assumption in a linear regression, for example,

y = Xb + e

that the variance of the e's is the same for all X's.

The observed variance will differ in almost any sample. But if one believes that the data-generating process does not in principle have greater variances for different values of the independent variable, one would describe the sample as homoskedastic anyway.

Leave a Reply

Your are not logged in . Please login to post replies

Click here to Login / Register  

Related Topics
Loading
Company
20 June 2026
Chartered Accountant

ANV & Company

New Delhi

CA

View Details
Company
05 July 2026
Financial Controller

NovumLake Partners

Mumbai

CA

View Details
Company
29 June 2026
Accountant (Finance & Compliance)

TRIEYEZ

Kolkata

CA

View Details
Company
25 June 2026
AUDIT MANAGER

JDAS & ASSOCIATES

New Delhi

CA

View Details
Company
ARTICLESHIP 18 June 2026
Article Assistance

RB KESHRI & CO.

Mumbai

CA Inter

View Details
Company
ARTICLESHIP 20 June 2026
Articleship

RB KESHRI & CO

Mumbai

B.Com

View Details
Company
24 June 2026
Senior Account (VA Client Operations)

Karbon Business

Bengaluru

CA Inter

View Details
Company
ARTICLESHIP 28 June 2026
Article Assistant

Sharma Chetan And Company

Gurgaon

CA Inter

View Details