Skip to main content
deleted 18 characters in body
Source Link
kjetil b halvorsen
  • 82.8k
  • 32
  • 201
  • 663

I am writing a research protocol which requires an ordinal logistic regression to be done (Kleinbaum and Klein, 2002). my outcome is type of neonatal admission with three levels, namely, NICU admission, High Risk admission, and Well Baby admission. My my predictors are number of antenatal care visits, age of gestation, birth weight, and two interaction terms number of visit x age of gestation and number of visit x birth weight. 

From the literature that I searched, researchers used hosmerHosmer-lemeshowLemeshow to test the model fit of logistic regression models but I wonder if it is also appropriate for ordered/ordinal logistic with a 3 level outcome? I will be using stata to run my tests. Thank you in advance.

I am writing a research protocol which requires an ordinal logistic regression to be done (Kleinbaum and Klein, 2002). my outcome is type of neonatal admission with three levels, namely, NICU admission, High Risk admission, and Well Baby admission. My my predictors are number of antenatal care visits, age of gestation, birth weight, and two interaction terms number of visit x age of gestation and number of visit x birth weight. From the literature that I searched, researchers used hosmer-lemeshow to test the model fit of logistic regression models but I wonder if it is also appropriate for ordered/ordinal logistic with a 3 level outcome? I will be using stata to run my tests. Thank you in advance.

I am writing a research protocol which requires an ordinal logistic regression to be done (Kleinbaum and Klein, 2002). my outcome is type of neonatal admission with three levels, namely, NICU admission, High Risk admission, and Well Baby admission. My my predictors are number of antenatal care visits, age of gestation, birth weight, and two interaction terms number of visit x age of gestation and number of visit x birth weight. 

From the literature that I searched, researchers used Hosmer-Lemeshow to test the model fit of logistic regression models but I wonder if it is also appropriate for ordered/ordinal logistic with a 3 level outcome? I will be using stata to run my tests.

removed redundant words from title, inappropriate tag; edited tags
Link
Frank Harrell
  • 98.4k
  • 6
  • 191
  • 448

Model fitting after ordered orwith ordinal logistic regression

Source Link
kaiju
  • 23
  • 2

Model fitting after ordered or ordinal logistic regression

I am writing a research protocol which requires an ordinal logistic regression to be done (Kleinbaum and Klein, 2002). my outcome is type of neonatal admission with three levels, namely, NICU admission, High Risk admission, and Well Baby admission. My my predictors are number of antenatal care visits, age of gestation, birth weight, and two interaction terms number of visit x age of gestation and number of visit x birth weight. From the literature that I searched, researchers used hosmer-lemeshow to test the model fit of logistic regression models but I wonder if it is also appropriate for ordered/ordinal logistic with a 3 level outcome? I will be using stata to run my tests. Thank you in advance.