46. Which of the following can be concluded at 5% level of significance? O A. there is sufficient evidence to say that the model with predictors fits significantly better than a null model O B. there is insufficient evidence to say that the model with predictors fits significantly better than a null model OC. the model with predictors does not fit significantly better than a null model OD. the predictors are not significant OL. All of the above . OW. None of the above

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46.
For numbers 45-49: McDonald (1985) counted allele frequencies at the
mannose-6-phosphate isomerase (Mpi) locus in the amphipod crustacean
Megalorchestia californiana, which lives on sandy beaches of the Pacific coast of
North America. There were two common alleles, Mpi90 and Mpi100. He wants to
determine the effect of focation (measured in latitude) in the presence of
Mpi100. The data were divided into testing and training sets.
The result of regression analysis is X²-83.3, di-1. p-value-7x10-20 and the equation of the
relationship is
in (1)
7.5469 + 0.1786 latitude
The said regression was fitted to test set and obtained the following confusion matrix
Predicted Probability
Outcome
cut-off cut-off
Not Mpi100
42
11
Mpi100
18
29
Transcribed Image Text:For numbers 45-49: McDonald (1985) counted allele frequencies at the mannose-6-phosphate isomerase (Mpi) locus in the amphipod crustacean Megalorchestia californiana, which lives on sandy beaches of the Pacific coast of North America. There were two common alleles, Mpi90 and Mpi100. He wants to determine the effect of focation (measured in latitude) in the presence of Mpi100. The data were divided into testing and training sets. The result of regression analysis is X²-83.3, di-1. p-value-7x10-20 and the equation of the relationship is in (1) 7.5469 + 0.1786 latitude The said regression was fitted to test set and obtained the following confusion matrix Predicted Probability Outcome cut-off cut-off Not Mpi100 42 11 Mpi100 18 29
46. Which of the following can be concluded at 5% level of significance? *
O
A. there is sufficient evidence to say that the model with predictors fits significantly
better than a null model
O
B. there is insufficient evidence to say that the model with predictors fits significantly
better than a null model
OC. the model with predictors does not fit significantly better than a null model
OD. the predictors are not significant
OL. All of the above
OW. None of the above
Transcribed Image Text:46. Which of the following can be concluded at 5% level of significance? * O A. there is sufficient evidence to say that the model with predictors fits significantly better than a null model O B. there is insufficient evidence to say that the model with predictors fits significantly better than a null model OC. the model with predictors does not fit significantly better than a null model OD. the predictors are not significant OL. All of the above OW. None of the above
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