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Applied Regression Analysis
Ein Hauptziel wissenschaftlicher Forschung ist das Auffinden von Beziehungen zwischen Variablen. Die Regressionsrechnung ist ein allgemein gebr?uchliches statistisches Mittel zur Erstellung von mathematischen Modellen aus Forschungsdaten. Die 3. Auflage wurde um 16 neue Kapitel erweitert; die Grundlagen der Regressionsrechnung werden, ausgehend von klassischen Konzepten, pr?zise erkl?rt. Mit vielen ?bungsaufgaben und L?sungen sowie einer Diskette. (06/98)
736 pages, Kindle Edition
First published January 1, 1981
11 people are currently reading
128 people want to read
About the author
Norman R. Draper
8?books3?followersDr. Norman R. Draper was professor emeritus and distinguished professor of the Department of Statistics at University of Wisconsin.
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April 29, 2022
I read this book in search of an understanding of linear regression in general. I found a lot of information about the subject. The author goes very deep into several approaches to performing regressions. However, I must admit I found much more than I was expecting to find. Something that I really liked about this book is the plethora of examples provided across multiple chapters.
Since I teach statistics in my class, I found very useful insights about simple linear regression, multiple linear regression, step forward, and backward regression which I plan to use to teach in my class.
Since I teach statistics in my class, I found very useful insights about simple linear regression, multiple linear regression, step forward, and backward regression which I plan to use to teach in my class.
October 3, 2014
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§±§à-§Õ§â§å§Ô§Ö, §Ñ§Ó§ä§à§â §á§à§Õ§Ñ§ð§ä§î §Ü§à§â§à§ä§Ü§Ú§Û §à§Ô§Ý§ñ§Õ §Þ§Ö§ä§à§Õ?§Ó §á§à§Ò§å§Õ§à§Ó§Ú §ß§Ö§Ý?§ß?§Û§ß§Ú§ç §â§Ö§Ô§â§Ö§ã?§Û. §©§Ó?§ã§ß§à, §ã§ä§Ñ§ß§à§Þ §ß§Ñ 1982 §â. §è§Ö §Ò§å§Ý§Ñ §ß§à§Ó§Ñ §ä§Ñ §ß§Ö§Ù§Ó?§Õ§Ñ§ß§Ñ §Õ?§Ý§ñ§ß§Ü§Ñ. §´§â§Ú§Õ§è§ñ§ä§î §â§à§Ü?§Ó §á§à §ä§à§Þ§å §ß§Ñ§á§â§Ñ§è§ð§Ó§Ñ§ß§î §á§à§Ò?§Ý§î§ê§Ñ§Ý§à. §¡§Ý§Ö §Ù §Ò§Ñ§Ù§à§Ó§Ú§Þ§Ú §á§â§à§Ò§Ý§Ö§Þ§Ñ§Þ§Ú §Ó §è?§Û §á§â§Ñ§è? §á§à§Ù§ß§Ñ§Û§à§Þ§Ú§ä§Ú§ã§ñ §Þ§à§Ø§ß§Ñ.
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§°§ä§Ø§Ö, §á§à§á§â§Ú §ã§Ó?§Û §Ó?§Ü, §Ü§ß§Ú§Ø§Ü§Ñ §Ó§Ñ§â§ä§Ñ §å§Ó§Ñ§Ô§Ú: §ñ§Ü ?§â§å§ß§ä§à§Ó§ß§Ú§Û §Ó§ã§ä§å§á §Õ§à §â§Ö§Ô§â§Ö§ã?§Û§ß§à§Ô§à §Ñ§ß§Ñ§Ý?§Ù§å, §ñ§Ü§Ú§Û §ß§Ö ? §ä§Ö§à§â§Ö§ä§Ú§é§ß§Ú§Þ, §Ñ§Ý§Ö §Õ§å§Ø§Ö §á§â§Ñ§Ü§ä§Ú§é§ß§à §Ù§à§â??§ß§ä§à§Ó§Ñ§ß§Ú§Þ.
§±§à-§Õ§â§å§Ô§Ö, §Ñ§Ó§ä§à§â §á§à§Õ§Ñ§ð§ä§î §Ü§à§â§à§ä§Ü§Ú§Û §à§Ô§Ý§ñ§Õ §Þ§Ö§ä§à§Õ?§Ó §á§à§Ò§å§Õ§à§Ó§Ú §ß§Ö§Ý?§ß?§Û§ß§Ú§ç §â§Ö§Ô§â§Ö§ã?§Û. §©§Ó?§ã§ß§à, §ã§ä§Ñ§ß§à§Þ §ß§Ñ 1982 §â. §è§Ö §Ò§å§Ý§Ñ §ß§à§Ó§Ñ §ä§Ñ §ß§Ö§Ù§Ó?§Õ§Ñ§ß§Ñ §Õ?§Ý§ñ§ß§Ü§Ñ. §´§â§Ú§Õ§è§ñ§ä§î §â§à§Ü?§Ó §á§à §ä§à§Þ§å §ß§Ñ§á§â§Ñ§è§ð§Ó§Ñ§ß§î §á§à§Ò?§Ý§î§ê§Ñ§Ý§à. §¡§Ý§Ö §Ù §Ò§Ñ§Ù§à§Ó§Ú§Þ§Ú §á§â§à§Ò§Ý§Ö§Þ§Ñ§Þ§Ú §Ó §è?§Û §á§â§Ñ§è? §á§à§Ù§ß§Ñ§Û§à§Þ§Ú§ä§Ú§ã§ñ §Þ§à§Ø§ß§Ñ.
§±§à-§ä§â§Ö§ä?, §Ñ§Ó§ä§à§â§Ú §â§à§Ù§Ô§Ý§ñ§Õ§Ñ§ð§ä§î §Þ§à§Ø§Ý§Ú§Ó?§ã§ä§î §Ó§Ú§Ü§à§â§Ú§ã§ä§Ñ§ß§ß§ñ §Þ§Ö§ä§à§Õ?§Ó §â§Ö§Ô§â§Ö§ã?§Û§ß§à§Ô§à §Ñ§ß§Ñ§Ý?§Ù§å §Õ§à §Ù§Ñ§Õ§Ñ§é §Õ§Ú§ã§á§Ö§â§ã?§Û§ß§à§Ô§à §Ñ§ß§Ñ§Ý?§Ù§å. §±?§ã§Ý§ñ §â§à§Ò§à§ä§Ú §è§Ö §Ó§Ø§Ö §ß§Ö §Ó§Ú§Õ§Ñ?§ä§î§ã§ñ §ä§Ñ§Ü§à§ð §ß§à§Ó§Ú§ß§Ü§à§ð, §Ñ§Õ§Ø§Ö §Ó §à§Ò§à§ç §Ó§Ú§á§Ñ§Õ§Ü§Ñ§ç §Ó§Ú§Ü§à§â§Ú§ã§ä§à§Ó§å?§Þ§à §®§¯§¬. §£§ä?§Þ, §Ó§Ñ§â§ä§à§ð §å§Ó§Ñ§Ô§Ú ? §Õ§å§Þ§Ü§Ñ §Ñ§Ó§ä§à§â?§Ó, §ë§à §Ó §Õ§Ú§ã§á§Ö§â§ã?§Û§ß§à§Þ§å §Ñ§ß§Ñ§Ý?§Ù? §Õ§à§ã§Ý?§Õ§ß§Ú§Ü §ä§Ñ§Ü§à§Ø §Ò§å§Õ§å? §Þ§à§Õ§Ö§Ý§î (§ß§Ñ§á§â§Ú§Ü§Ý§Ñ§Õ, §Ý?§ß?§Û§ß§å, §Ñ§Ý§Ö §Þ§à§Ø§ß§Ñ ? §Ü§Ó§Ñ§Õ§â§Ñ§ä§Ú§é§ß§å).
§°§ä§Ø§Ö, §á§à§á§â§Ú §ã§Ó?§Û §Ó?§Ü, §Ü§ß§Ú§Ø§Ü§Ñ §Ó§Ñ§â§ä§Ñ §å§Ó§Ñ§Ô§Ú: §ñ§Ü ?§â§å§ß§ä§à§Ó§ß§Ú§Û §Ó§ã§ä§å§á §Õ§à §â§Ö§Ô§â§Ö§ã?§Û§ß§à§Ô§à §Ñ§ß§Ñ§Ý?§Ù§å, §ñ§Ü§Ú§Û §ß§Ö ? §ä§Ö§à§â§Ö§ä§Ú§é§ß§Ú§Þ, §Ñ§Ý§Ö §Õ§å§Ø§Ö §á§â§Ñ§Ü§ä§Ú§é§ß§à §Ù§à§â??§ß§ä§à§Ó§Ñ§ß§Ú§Þ.
September 9, 2014
?§â§å§ß§ä§à§Ó§ß§Ñ §á§â§Ñ§è§ñ §á§â§à §â§Ö§Ô§â§Ö§ã??, §Õ§Ö §ß§Ö §á§â§à§ã§ä§à §à§Ò§Ô§à§Ó§à§â§ð§ð§ä§î§ã§ñ §à§ã§ß§à§Ó§ß? §á§â§Ú§ß§è§Ú§á§Ú (§å §æ§à§â§Þ? §Ù§Ó§Ú§é§Ñ§Û§ß§Ú§ç §ä§Ñ §Þ§Ñ§ä§â§Ú§é§ß§Ú§ç §â?§Ó§ß§ñ§ß§î) §â§Ö§Ô§â§Ö§ã?§Û§ß§à§Ô§à §Ñ§ß§Ñ§Ý?§Ù§å, §Ñ§Ý§Ö ? §â§à§Ù§Ü§â§Ú§Ó§Ñ§ð§ä§î§ã§ñ §ã§Ö§Ü§â§Ö§ä§Ú ?§ß§ä§Ö§â§á§â§Ö§ä§Ñ§è?? §ä§Ñ §á§à§Ò§å§Õ§à§Ó§Ú §â§Ö§Ô§â§Ö§ã?§Û§ß§Ú§ç §Þ§à§Õ§Ö§Ý§Ö§Û.
§£§Ù§Ñ§Ô§Ñ§Ý?, §ã§Ö§ß§ã§å §á§Ö§â§Ö§Ü§Ñ§Ù§å§Ó§Ñ§ä§Ú §Ù§Þ?§ã§ä §á§â§Ñ§è? §ß§Ö§Þ§Ñ?, §Ò§à §á§â§à§ã§ä?§ê§Ö ?? §á§â§à§é§Ú§ä§Ñ§ä§Ú, §Ñ§Ý§Ö §Ü§à§â§à§ä§Ü§à §à§Ù§ß§Ñ§é§å §à§ã§ß§à§Ó§ß? §á§å§ß§Ü§ä§Ú, §ñ§Ü? §Ó§Ú§ñ§Ó§Ú§Ý§Ú§ã§ñ §Ó§Ñ§Ø§Ý§Ú§Ó§Ú§Þ§Ú §Õ§Ý§ñ §Þ§Ö§ß§Ö:
1) OLS §ä§Ñ WLS: §à§ã§à§Ò§Ý§Ú§Ó§à§ã§ä? ?§ç §Ù§Ñ§ã§ä§à§ã§å§Ó§Ñ§ß§ß§ñ;
2) R^2 §ä§Ñ "§á?§Õ§Ó§à§Õ§ß? §Ü§Ñ§Þ§Ö§ß?" §å §Û§à§Ô§à §Ó§Ú§Ü§à§â§Ú§ã§ä§Ñ§ß§ß?;
3) §á§Ö§â§Ö§ä§Ó§à§â§Ö§ß§ß§ñ §Ù§Þ?§ß§ß§Ú§ç;
4) §Ñ§ß§Ñ§Ý?§Ù §Ù§Ñ§Ý§Ú§ê§Ü?§Ó;
5) §Ü§à§Ý?§ß§Ö§Ñ§â§ß?§ã§ä§î;
6) §Õ§à§Ó?§â§é? ?§ß§ä§Ö§â§Ó§Ñ§Ý§Ú §Õ§Ý§ñ §Ü§à§Ö§æ. §â§Ö§Ô§â§Ö§ã??: §é§à§Þ§å ?§Þ §ß§Ö §Ó§Ñ§â§ä§à §Ñ§Ø §ä§Ñ§Ü §Õ§à§Ó?§â§ñ§ä§Ú.
§£ §â§à§Ò§à§ä? §Ò§â§Ñ§Ü§å? §Ò?§Ý§î§ê §Õ§Ö§ä§Ñ§Ý§î§ß§à§Ô§à §à§Ô§Ý§ñ§Õ§å §ã§á§à§ã§à§Ò?§Ó §Ó§Ú§ñ§Ó§Ý§Ö§ß§ß§ñ §á§à§â§å§ê§Ö§ß§î §å§Þ§à§Ó §®§¯§¬ (§à§ã§à§Ò§Ý§Ú§Ó§à §ë§à§Õ§à §á§à§Þ§Ú§Ý§à§Ü). §¯§Ñ §Ø§Ñ§Ý§î, §Ñ§Ó§ä§à§â§Ú §á§â§à§á§à§ß§å§ð§ä§î §Ý§Ú§ê§Ö §Ó?§Ù§å§Ñ§Ý§î§ß§Ú§Û §Ñ§ß§Ñ§Ý?§Ù §Ô§â§Ñ§æ?§Ü?§Ó §Ù§Ñ§Ý§Ú§ê§Ü?§Ó, §é§à§Ô§à §ä§â§à§ç§Ú §Ù§Ñ§Þ§Ñ§Ý§à, §à§ã§à§Ò§Ý§Ú§Ó§à §Ó §å§Þ§à§Ó§Ñ§ç §Ü?§Ý§î§Ü§à§ç §á§â§Ö§Õ§Ú§Ü§ä§à§â?§Ó.
§¡§Ý§Ö §Ù§Ñ§Ô§Ñ§Ý§à§Þ §â§à§Ò§à§ä§Ñ ? §Ô§Ñ§â§ß§Ú§Þ ? §Õ§à§Ó§à§Ý? §á§â§à§ã§ä§Ú§Þ, §Ñ§Ý§Ö §Ó§à§Õ§ß§à§é§Ñ§ã §Ô§Ý§Ú§Ò§à§Ü§Ú§Þ §Ó§ã§ä§å§á§à§Þ §Õ§à §â§Ö§Ô§â§Ö§ã?§Û§ß§à§Ô§à §Ñ§ß§Ñ§Ý?§Ù§å.
§£§Ù§Ñ§Ô§Ñ§Ý?, §ã§Ö§ß§ã§å §á§Ö§â§Ö§Ü§Ñ§Ù§å§Ó§Ñ§ä§Ú §Ù§Þ?§ã§ä §á§â§Ñ§è? §ß§Ö§Þ§Ñ?, §Ò§à §á§â§à§ã§ä?§ê§Ö ?? §á§â§à§é§Ú§ä§Ñ§ä§Ú, §Ñ§Ý§Ö §Ü§à§â§à§ä§Ü§à §à§Ù§ß§Ñ§é§å §à§ã§ß§à§Ó§ß? §á§å§ß§Ü§ä§Ú, §ñ§Ü? §Ó§Ú§ñ§Ó§Ú§Ý§Ú§ã§ñ §Ó§Ñ§Ø§Ý§Ú§Ó§Ú§Þ§Ú §Õ§Ý§ñ §Þ§Ö§ß§Ö:
1) OLS §ä§Ñ WLS: §à§ã§à§Ò§Ý§Ú§Ó§à§ã§ä? ?§ç §Ù§Ñ§ã§ä§à§ã§å§Ó§Ñ§ß§ß§ñ;
2) R^2 §ä§Ñ "§á?§Õ§Ó§à§Õ§ß? §Ü§Ñ§Þ§Ö§ß?" §å §Û§à§Ô§à §Ó§Ú§Ü§à§â§Ú§ã§ä§Ñ§ß§ß?;
3) §á§Ö§â§Ö§ä§Ó§à§â§Ö§ß§ß§ñ §Ù§Þ?§ß§ß§Ú§ç;
4) §Ñ§ß§Ñ§Ý?§Ù §Ù§Ñ§Ý§Ú§ê§Ü?§Ó;
5) §Ü§à§Ý?§ß§Ö§Ñ§â§ß?§ã§ä§î;
6) §Õ§à§Ó?§â§é? ?§ß§ä§Ö§â§Ó§Ñ§Ý§Ú §Õ§Ý§ñ §Ü§à§Ö§æ. §â§Ö§Ô§â§Ö§ã??: §é§à§Þ§å ?§Þ §ß§Ö §Ó§Ñ§â§ä§à §Ñ§Ø §ä§Ñ§Ü §Õ§à§Ó?§â§ñ§ä§Ú.
§£ §â§à§Ò§à§ä? §Ò§â§Ñ§Ü§å? §Ò?§Ý§î§ê §Õ§Ö§ä§Ñ§Ý§î§ß§à§Ô§à §à§Ô§Ý§ñ§Õ§å §ã§á§à§ã§à§Ò?§Ó §Ó§Ú§ñ§Ó§Ý§Ö§ß§ß§ñ §á§à§â§å§ê§Ö§ß§î §å§Þ§à§Ó §®§¯§¬ (§à§ã§à§Ò§Ý§Ú§Ó§à §ë§à§Õ§à §á§à§Þ§Ú§Ý§à§Ü). §¯§Ñ §Ø§Ñ§Ý§î, §Ñ§Ó§ä§à§â§Ú §á§â§à§á§à§ß§å§ð§ä§î §Ý§Ú§ê§Ö §Ó?§Ù§å§Ñ§Ý§î§ß§Ú§Û §Ñ§ß§Ñ§Ý?§Ù §Ô§â§Ñ§æ?§Ü?§Ó §Ù§Ñ§Ý§Ú§ê§Ü?§Ó, §é§à§Ô§à §ä§â§à§ç§Ú §Ù§Ñ§Þ§Ñ§Ý§à, §à§ã§à§Ò§Ý§Ú§Ó§à §Ó §å§Þ§à§Ó§Ñ§ç §Ü?§Ý§î§Ü§à§ç §á§â§Ö§Õ§Ú§Ü§ä§à§â?§Ó.
§¡§Ý§Ö §Ù§Ñ§Ô§Ñ§Ý§à§Þ §â§à§Ò§à§ä§Ñ ? §Ô§Ñ§â§ß§Ú§Þ ? §Õ§à§Ó§à§Ý? §á§â§à§ã§ä§Ú§Þ, §Ñ§Ý§Ö §Ó§à§Õ§ß§à§é§Ñ§ã §Ô§Ý§Ú§Ò§à§Ü§Ú§Þ §Ó§ã§ä§å§á§à§Þ §Õ§à §â§Ö§Ô§â§Ö§ã?§Û§ß§à§Ô§à §Ñ§ß§Ñ§Ý?§Ù§å.
April 8, 2012
buku pegangang kuliah pengantar analisis multivariat yang gw ambil semester ini
June 25, 2014
ok, very good!!! excellent!!
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September 10, 2014speechless
November 14, 2008
One statistics class down, two more to go!!
February 28, 2009
yikes.... book 1 of statistics hell!
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