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Results tagged with Search options user 26881
7 results

Hypothesis testing assesses whether data are inconsistent with a given hypothesis rather than being an effect of random fluctuations.

I have fitted a general linear model $$y=\beta_0+\beta_1x_1+\beta_2x_2+\beta_3x_3,$$ whose log likelihood is $L_u$. Now I wish to test if the coefficients are the same. First, overall test: the log …
I have a linear mixed-effect model $$y=\beta_0+\beta_1x_1+\beta_2x_2+\beta_3x_3+Zb+e,$$ where $[x_1\ x_2\ x_3]$ represents the fixed effects, and $Z$ represents the random effects. Now, I test the n …
To test if $\beta_1=\beta_3$, we need to "reframe" the regression a bit. $$Y=\beta_0+\beta_1x_1+\beta_2x_2$$ $$Y=\beta_0+\beta_1x_1+\beta_2(1-x_1-x_3)$$ $$Y=\beta_0+\beta_2+(\beta_1-\beta_2)x_1-\beta_ … answered Jul 25 '15 by Sibbs Gambling 1answer Background While dealing with data, I very often find my data to be "halfway between discrete and continuous". For example, let's say my variable of interest is age. In principle, age should be cont … asked Jun 15 '15 by Sibbs Gambling 1answer I have a very simple GLM in MATLAB$$y=\beta_0+\beta_1x_1+\beta_2x_2+\epsilon, which I fit with glmfit. Now I wish to test if $\beta_1=\beta_2$ with linear hypothesis test. In MATLAB, this can be d …
I am doing the logistic regression with logit link in MATLAB [b, ~, stats] = glmfit(X, [Y N], 'binomial', 'link', 'logit'); I can find the $p$-values for each coefficient in stats, but this tests i …