E-LIB Suche - Ergebnisse für: Nasejje, Justine B

1

Statistical approaches to identifying significant differenc..:

Nasejje, Justine B. ; Whata, Albert ; Chimedza, Charles.
PLOS ONE. 17 (2022) 12 - p. e0279435 , 2022

Link: https://doi.org/10.1371/..

2

Use of a deep learning and random forest approach to track ..:

Nasejje, Justine B ; Mbuvha, Rendani ; Mwambi, Henry
BMJ Open. 12 (2022) 2 - p. e049786 , 2022

Link: https://doi.org/10.1136/..

3

The boxplots present the mean cross-validated integrated Br..:

Justine B. Nasejje (14307679) ; Albert Whata (14307682) ; Charles Chimedza (14307685)
https://figshare.com/articles/figure/The_boxplots_present_the_mean_cross-validated_integrated_Brier_scores_from_the_1000_simulations_for_each_of_the_sample_sizes_for_the_interaction_simulations_/21787639. , 2022

Link: https://doi.org/10.1371/..

4

Use of a deep learning and random forest approach to track ..:

Justine B Nasejje ; Rendani Mbuvha ; Henry Mwambi
https://bmjopen.bmj.com/content/12/2/e049786.full. , 2022

Link: https://doi.org/10.1136/..

5

The boxplots present the mean cross-validated integrated br..:

Justine B. Nasejje (14307679) ; Albert Whata (14307682) ; Charles Chimedza (14307685)
https://figshare.com/articles/figure/The_boxplots_present_the_mean_cross-validated_integrated_brier_scores_from_the_1000_simulations_for_each_of_the_sample_sizes_for_the_linear_simulations_/21787633. , 2022

Link: https://doi.org/10.1371/..

6

The histograms present the F statistics for the combined 5 ..:

Justine B. Nasejje (14307679) ; Albert Whata (14307682) ; Charles Chimedza (14307685)
https://figshare.com/articles/figure/The_histograms_present_the_F_statistics_for_the_combined_i_5_2_i_-fold_cv_F_test_under_the_null_at_the_six_different_sample_sizes_considered_in_this_study_/21787648. , 2022

Link: https://doi.org/10.1371/..

7

Algorithm 1: The flow chart illustrates the details of Algo..:

Justine B. Nasejje (14307679) ; Albert Whata (14307682) ; Charles Chimedza (14307685)
https://figshare.com/articles/figure/Algorithm_1_The_flow_chart_illustrates_the_details_of_Algorithm_1_that_is_to_say_the_random_survival_forest_algorithm_/21787624. , 2022

Link: https://doi.org/10.1371/..

8

Algorithm 3: The flow chart illustrates the details of Algo..:

Justine B. Nasejje (14307679) ; Albert Whata (14307682) ; Charles Chimedza (14307685)
https://figshare.com/articles/figure/Algorithm_3_The_flow_chart_illustrates_the_details_of_Algorithm_3_that_is_to_say_i_5_2_i_-fold_cv_paired_i_t_i_-test_algorithm_/21787630. , 2022

Link: https://doi.org/10.1371/..

9

Statistical approaches to identifying significant differenc..:

Justine B Nasejje ; Albert Whata ; Charles Chimedza
https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0279435&type=printable. , 2022

Link: https://doi.org/10.1371/..

10

The histograms present the t statistics for the the 5 × 2 -..:

Justine B. Nasejje (14307679) ; Albert Whata (14307682) ; Charles Chimedza (14307685)
https://figshare.com/articles/figure/The_histograms_present_the_t_statistics_for_the_the_i_5_2_i_-fold_cv_paired_t-test_under_the_null_at_six_different_sample_sizes_considered_in_this_study_/21787651. , 2022

Link: https://doi.org/10.1371/..

11

The histograms present the observed Type I error for the 5 ..:

Justine B. Nasejje (14307679) ; Albert Whata (14307682) ; Charles Chimedza (14307685)
https://figshare.com/articles/figure/The_histograms_present_the_observed_Type_I_error_for_the_i_5_2_i_-fold_cv_paired_i_t_i_-test_and_the_combined_i_5_2_i_-fold_cv_i_F_i_-test_under_the_null_/21787642. , 2022

Link: https://doi.org/10.1371/..

12

Summary of the simulations results:

Justine B. Nasejje (14307679) ; Albert Whata (14307682) ; Charles Chimedza (14307685)
https://figshare.com/articles/dataset/Summary_of_the_simulations_results_/21787654. , 2022

Link: https://doi.org/10.1371/..

13

The bar charts compare the validation performance of the RS..:

Justine B. Nasejje (14307679) ; Albert Whata (14307682) ; Charles Chimedza (14307685)
https://figshare.com/articles/figure/The_bar_charts_compare_the_validation_performance_of_the_RSF_and_the_FG_model_under_the_null_hypothesis_/21787645. , 2022

Link: https://doi.org/10.1371/..

14

Algorithm 2: The flow chart illustrates the details of Algo..:

Justine B. Nasejje (14307679) ; Albert Whata (14307682) ; Charles Chimedza (14307685)
https://figshare.com/articles/figure/Algorithm_2_The_flow_chart_illustrates_the_details_of_Algorithm_2_that_is_to_say_the_random_survival_forest_algorithm_for_competing_risks_/21787627. , 2022

Link: https://doi.org/10.1371/..

15

The boxplots present the mean cross-validated integrated br..:

Justine B. Nasejje (14307679) ; Albert Whata (14307682) ; Charles Chimedza (14307685)
https://figshare.com/articles/figure/The_boxplots_present_the_mean_cross-validated_integrated_brier_scores_from_the_1000_simulations_for_each_of_the_sample_sizes_for_the_quadratic_simulations_/21787636. , 2022

Link: https://doi.org/10.1371/..