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1 vote
1 answer
46 views

2-way Anova on Unequal Group Proportions

I’m working on a dataset collected from a 2-way Anova design (kind of) on binary data. The purpose of the experiment is to explore how different types of email marketing incentives affect customers ...
Bilal 's user avatar
  • 11
2 votes
1 answer
41 views

Identifying groups with better response to treatment

We have tested a population (splitted in test 50% and control 50%) with a treatment. Overall, the treatment was effective - our test variable was significantly different in the treatment and control ...
RMolero's user avatar
  • 21
0 votes
2 answers
1k views

Binary independent variables with missing values. Create dummy variables or not?

I am developing a prognostic model to predict an outcome. I have few binary variables with missing values, see below example. Is it better if I create dummy variables out of the below Gender variable ...
KApril's user avatar
  • 141
5 votes
2 answers
68 views

How can I verify the linear hypothesis in a multiple logistic regression using SAS? [closed]

I have a multiple logistic regression where 2 of my independent variables are continuous. The rest are dichotomous. I am supposed to verify the linear hypothesis for the continuous variables. Is there ...
LFG's user avatar
  • 55
2 votes
0 answers
39 views

Determining an appropriate analysis approach

I have data (that can be seen at the end of this post) in which 13 judges scored differing amounts of posters. Judges are randomly assigned blocks of poster numbers to score. We can assume poster ...
Remy's user avatar
  • 1,802
3 votes
0 answers
884 views

Detecting collinearity in Logistic Regression model

I'm running a predictive model using the logistic model in SAS and, currently, I'm trying to perform some diagnostics about the collinearity issue in the estimated model. To do that, I followed step-...
Quantopik's user avatar
  • 345
2 votes
0 answers
262 views

White test confirms heteroskedasticity while Breusch-Pagan test doesn't [duplicate]

I'm using SAS in order to create a model for a cars datasets. The response variable y, is the price of the car. By the way I'm using the PROC MODEL statement in order to check heteroskedasticity. This ...
Gianlu's user avatar
  • 21
2 votes
2 answers
2k views

How to test if my data fits a uniform distribution with SAS?

I have a target variable with upper and lower natural limits (cannot be negative and can not be bigger than 100). Therefore, I would like to know if I could use ...
E Belen Bandiera's user avatar
4 votes
1 answer
351 views

Wald test and Type III test don't agree?

I am having trouble understanding the output here. In the green table, it seems like SAS is saying "Gender F" and "Gender M" are not significant. However, in the blue table, seems like it's saying ...
3x89g2's user avatar
  • 1,716
2 votes
1 answer
2k views

Too many p-value less than 0.0001 is alarming?

Can anyone explain why having too many p-value less than 0.001 is alarming? Like what happens to my model right now: All independent variables are categorical except for Calendar_Year. There are ...
3x89g2's user avatar
  • 1,716
12 votes
3 answers
1k views

Using computer simulations to better understand statistical concepts at the graduate level

Hi I'm taking a graduate course in Statistics and we've been covering Test statistics, and other concepts. However, I am often able to apply the formulas and develop a sort-of intuition on how stuff ...
user1172468's user avatar
  • 2,045