Parameter Estimates for Standard Least Squares
In standard least squares regression how do I ask for the expanded parameter estimates to include the last level? I know there is a way to do it but can't figure out how.
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view all learning resourcesIn standard least squares regression how do I ask for the expanded parameter estimates to include the last level? I know there is a way to do it but can't figure out how.
Hi, I am using Generalized Regression model to perform analysis in my data, with Binomial as response distribution (because my response values - ErrorAT - are either 0 or 1). I am using Lasso as the estimation method. I opted to used generalized regression due to the large correlation among some factors. I have a quick question related to this model: one of the main factors (seedAT) was removed f...
hi, does anyone know how to compare two multiple regression?i have two years data, so each year I will make a multiple regression using the same independent and dependent variable just different 2 years. how I can compare these two
Hi All, I appreciate your time and response. I have built a model using main effects, interactions, and sometimes 2nd orders. I have used Standard Least Squares and 60% of the data. About 20% is used for validation and 20% for test sets.R2, adj R2, and those for validation and test sets are all about 98-99%. VIFs are all between 1 to 2.The only issue is I have a significant lack of fit.What can I ...
Hi, I would like to build predictive models using Partition, Logistic Regression and Neural Networks for my categorical response Y (Pass or Fail) in JMP 15. I do not have the JMP Pro version. I was able to create a validation column containing Training, Validation and Test sets. How can I use the validation column in the normal version of JMP when building and evaluating the models? Partition and ...
Hi, I am using Generalized Regression model to perform analysis in my data, with Binomial as response distribution (because my response values - ErrorAT - are either 0 or 1). I am using Lasso as the estimation method. I opted to used generalized regression due to the large correlation among some factors. I have a quick question related to this model: one of the main factors (seedAT) was removed f...
hi, does anyone know how to compare two multiple regression?i have two years data, so each year I will make a multiple regression using the same independent and dependent variable just different 2 years. how I can compare these two
Hi All, I appreciate your time and response. I have built a model using main effects, interactions, and sometimes 2nd orders. I have used Standard Least Squares and 60% of the data. About 20% is used for validation and 20% for test sets.R2, adj R2, and those for validation and test sets are all about 98-99%. VIFs are all between 1 to 2.The only issue is I have a significant lack of fit.What can I ...
Hito everybody.In attached 2 jmp files. The one named Training-validation-test was used to build a RF model with the following results.The file contains one numeric response and 20 different predictors with one of them categorical, The predictors are sensors values. As you can see the Bias is very good while the variance is slightly high (92-69=23%).Then a new database with examples never seen...
Doing a linear regression, and both in stepwise and in the final model output it only shows "." under K-fold cross-validation? Why? I recall seeing a K-fold # for my previous model, though I don't remember the exact section or screen.
Dear JMP Community, (W10, 64-bit, JMP Pro 15.2.1) I am running a model to assess the active predictors. I am doing this by using the Autovalidation add-in to generate a Null Factor for my data. I then use the GenReg platform to find estimates for each possible X-factor and then Bootstrap those estimates to get a better assessment of the contributions to the response. I came across a very stran...
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