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KCL Statistical Modelling

This class was created by Brainscape user tyrion lannister. Visit their profile to learn more about the creator.

By: tyrion lannister
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Decks in this class (9)

Intro To Stat Modelling
46  cards
Estimation
Least square estimator,
Find minimum of lse,
For lse
33  cards
Inference
Fitted values,
Residuals,
Residual sum of squares
104  cards
Model Checking
Var e_i,
Cov e_i e_j,
Standardize residuals
74  cards
Model Selection
Cochran s theorem,
When to transform observations,
Commonly used transformations of ...
32  cards
Interpretation Of Fitted Models
Point prediction,
How to form prediction interval,
1 100 pi for y_0 is
15  cards
Qualitative Explanatory Variables
Measure average effect of a factor,
2 factor interaction,
For interactions a and b a positi...
13  cards
Generalised Linear Models
A member of exponential family ca...,
In exponential family,
In exponential family
69  cards
Exam Prep
When to use z when to use t,
Lse of _0 howto obtain
11  cards

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KCL Statistical Modelling

  • Class purpose General learning

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