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Statistics版 - A question on linear regression
相关主题
how to interpret these regression coefficients?Does multivariable logistic regression allow correlated independent variables?
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相关话题的讨论汇总
话题: baseline话题: variable话题: regression话题: linear
进入Statistics版参与讨论
1 (共1页)
y*****w
发帖数: 1350
1
If I have a "change from baseline to follow-up" variable Y as the dependent
variable, and its baseline counterpart X and another baseline variable Z as
the independent variables, then for the model Y=X Z, the coefficient for X
was negative whereas the coefficient for Z was positive. Nevertheless,
univariably Y was negatively associated with X but there was no relation
between Y and Z. On the other hand, X and Z were highly positively
correlated, which makes it confusing when interpreting the mod
D******n
发帖数: 2836
2
curiously , why are there two baselines?

dependent
as
several

【在 y*****w 的大作中提到】
: If I have a "change from baseline to follow-up" variable Y as the dependent
: variable, and its baseline counterpart X and another baseline variable Z as
: the independent variables, then for the model Y=X Z, the coefficient for X
: was negative whereas the coefficient for Z was positive. Nevertheless,
: univariably Y was negatively associated with X but there was no relation
: between Y and Z. On the other hand, X and Z were highly positively
: correlated, which makes it confusing when interpreting the mod

g**r
发帖数: 425
3
why not run two models:
Z=X get the residue, and use this as the nz.
Run your model Y=X nz
then your interpretation became much easier.

dependent
as
several

【在 y*****w 的大作中提到】
: If I have a "change from baseline to follow-up" variable Y as the dependent
: variable, and its baseline counterpart X and another baseline variable Z as
: the independent variables, then for the model Y=X Z, the coefficient for X
: was negative whereas the coefficient for Z was positive. Nevertheless,
: univariably Y was negatively associated with X but there was no relation
: between Y and Z. On the other hand, X and Z were highly positively
: correlated, which makes it confusing when interpreting the mod

y*****w
发帖数: 1350
4
Thanks for upstairs' inputs. I think I got myself purplexed. I have figured it out.
1 (共1页)
进入Statistics版参与讨论
相关主题
[合集] 请教一个统计问题longitudinal, correlation, useless?
请问这个该怎么稿?请教一个correlation coefficient的test的问题
model里有multicollinearity,该如何处理呢?请问multi variate linear regression 选择risk factor 问题
看看你会不会出错!(Correlation factor vs Similarity)如何在应用model前把correlated的predictors去掉?
how to interpret these regression coefficients?Does multivariable logistic regression allow correlated independent variables?
##面试过了,请教问题##logistics reg 怎么看varibale 的correlation
网上看到一道题问2个统计检验的问题
Is there any correlation between the two data set?求助,如何解决这个题目,5个包子答谢解决者!!!
相关话题的讨论汇总
话题: baseline话题: variable话题: regression话题: linear