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Cross Validated : Recent Questions and Answers (Page 74)

Find answers to your questions about Cross Validated or help others by answering their Cross Validated questions.

Lasso Regression - Finding multiple candidate models

I have 20 predictors and I am attempting to find several candidate models to then test. I am using the LassoCV library, my following code provides me with the alpha...

Asked on 12/16/2020 by Jlearner

1 answer

Are conditional mean in an AR(1)-GARCH(1,1) equal for different GARCH(1,1) processes of the same data?

I have created a Markov-Switching GARCH model, where the volatility is defined to be switching between two different GARCH(1,1) processes. The data is assumed to have zero mean, where the...

Asked on 12/16/2020 by ber08

1 answer

Completly Randomized Trials versus Incomplete Cubic Lattice

I have a 2x2x2x2 design, which I wish to balance. Previously, the binary factors appeared throughout the experiment with a 50% probability, which each have to result in a uniform...

Asked on 12/16/2020 by noumenal

0 answer

Unusual (to me) Phrasing of Power Analysis Objective; Interpretation Requested

I am reading a field biology manual that is directing me to do a power analysis, and I find the phrasing very confusing. It says: Determine sampling requirement to be...

Asked on 12/15/2020 by EmmettCC

1 answer

Question about the right inverse method in a GLM of order 2

I have taken a course in regression analysis. I learned that the equation $beta =(X'X)^{-1}X'y$ can be used to find the weights in a linear model. When learning about...

Asked on 12/15/2020 by Suzee

1 answer

Different formulations of within-class scatter matrix

If we have a dataset $X= {x_1,x_2,....,x_n}$ where all the datapoints are in $d-$dimensional feature space and there are $2$ classes $c_1$ and $c_2$ for...

Asked on 12/15/2020

0 answer

Correct algorithm for string classification

I have a long list of DNA strings (of equal length) made of 4 letters (A,T,G,C). I want to do a binary classification on the strings. I have two basic...

Asked on 12/14/2020 by bandit_king28

1 answer

What is the best way to remember the difference between sensitivity, specificity, precision, accuracy, and recall?

Despite having seen these terms 502847894789 times, I cannot for the life of me remember the difference between sensitivity, specificity, precision, accuracy, and recall. They're pretty simple concepts, but...

Asked on 12/13/2020 by Jessica

9 answer

Quantifying the uncertainty of aggregated model predictions

Say I have a binary response variable, Y, that I model using a logistic model with four predictors, A, B, C and D. To make matters concrete, imagine that Y...

Asked on 12/13/2020 by kh_one

1 answer

Evaluate Bayesian SEM goodness of fit blavaan

I'm currently trying to identify how to evaluate model fit with Bayesian SEM. I've been reading that the posterior predictive p-value can be used, with a p-value of approximately 0.5...

Asked on 12/13/2020 by L.sicilis

1 answer

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