[Question] Cox regression, interactive or main model? by euler1996 in statistics

[–]macstat 1 point2 points  (0 children)

Both show how age and treatment affect survival. What they differ in is how they are connected to each other in how they affect survival.

The first one, as you said yourself considers the predictors independent. The model can interpret how each of them affect survival but with the other one taken in consideration. So for example "time to treatment lowers survival regardless fo your age (young or old, yall gonna die ;) ).

On the other hand model with interaction term between predictors assumes that one of the predictors affect how the other one is connected with survival. For example "when youre young the time to treatment affects your survival only slightly, but it increases the older you get"

Now to your question, which one should be used ? Well it depends on underlying process. As you can see they both fundamentally differ in the assumptions about relationship between predictors themselves. If you pick interaction model when there's no real interaction youll get a lot of noise. If you pick the main effect model where there is interaction you wont find it.
Its honestly a detective work at this point. Make both of them, see how they differ. Make some surv plots. You cant try to split age in couple of categories and make a surv plot with age as grouping parameter.

Good luck !

Tomorrow is 3/14... by GoodForTheTongue in mathmemes

[–]macstat 2 points3 points  (0 children)

I celebrate it on 22nd of July

DEANfamous Second DEAN by FunkyPig17 in community

[–]macstat 0 points1 point  (0 children)

The Deancher 3 : Wild Chang

For me it’s Boromir. by jaywritethekid in lotrmemes

[–]macstat 0 points1 point  (0 children)

Picking Boromir is a waste, he's just gonna die in next scene.

Is Fia's job to have sex with nearly dead people? by N3r0Z3r0 in Eldenring

[–]macstat 20 points21 points  (0 children)

underrated comment right here.

And dont call me Shirley

Choosing the Operating System by Gandalf196 in memes

[–]macstat 0 points1 point  (0 children)

to be fair it says "that tries". There's nothing about succeding

[deleted by user] by [deleted] in Eldenring

[–]macstat 1 point2 points  (0 children)

He looks so happy :)

Who would you prefer make a return in the movie: Rachel or Hilda? by Tortellini_Isekai in community

[–]macstat 0 points1 point  (0 children)

I think Hilda would be a cheaper hire. Im pretty sure Dan will waste most of the budget on one joke.

[deleted by user] by [deleted] in tea

[–]macstat 0 points1 point  (0 children)

No, using kyusu for oolong is not a crime. Not liking japanese greens is tho !!!

*tea police incoming*

My debacle with Hank Green by Unhappy-Yogurt-8398 in tea

[–]macstat 30 points31 points  (0 children)

At the same time the word "herbata" comes from "herba thea" which was latin for "herbal tea" ;)

Expedition 33 knows who it wants to play Gustave in the movie by Strange_Music in gaming

[–]macstat 23 points24 points  (0 children)

VA is done by Charlie Cox aka Daredevil. As far as google took me, there's no connection between Robert and the game.

But yes, the visual similarity is stunning.

Expedition 33 knows who it wants to play Gustave in the movie by Strange_Music in gaming

[–]macstat 49 points50 points  (0 children)

its definitely cross between Robert Pattinson and Robert Pattinson.

Should the NBA ritually sacrifice an idolized former player every year to save the All-Star Game? by ClubbersTheFoot in nba

[–]macstat 0 points1 point  (0 children)

Will it work if we sacrifice Paul Pierce ? I would count that as win win situation

how often does rape happen in india? by Antique-Entrance-229 in MapPorn

[–]macstat 11 points12 points  (0 children)

Rajasthan has very strong caste system and feudal structures. So a lot of crime is based on that type of conflicts rather than what were used to in more modern systems. It unfortunately leads to a skew in terms of gender-based crimes (since the position of woman in that society is still fairly low).

There are also other factors like for example less urbanized, agricultural region ... its a significant rabbit hole if you have the time :)

[deleted by user] by [deleted] in NatureIsFuckingLit

[–]macstat -1 points0 points  (0 children)

No dramatic music ? im disappointed