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curprev 10:2810:28, 5 June 2019‎ Brb talk contribs‎ 299,508 bytes +226‎ →‎ROC curve and Brier score
curprev 10:1010:10, 5 June 2019‎ Brb talk contribs‎ 299,282 bytes +94‎ →‎Some R packages
curprev 09:5509:55, 5 June 2019‎ Brb talk contribs‎ 299,188 bytes +49‎ →‎False Discovery Rate

curprev 16:4816:48, 31 May 2019‎ Brb talk contribs‎ 299,139 bytes +118‎ →‎Manually compute
curprev 16:3516:35, 31 May 2019‎ Brb talk contribs‎ 299,021 bytes −17‎ →‎Manually compute

curprev 12:4012:40, 30 May 2019‎ Brb talk contribs‎ 299,038 bytes −28‎ →‎Regularization
curprev 09:5309:53, 30 May 2019‎ Brb talk contribs‎ 299,066 bytes +99‎ →‎Highly correlated covariates

curprev 10:4210:42, 24 May 2019‎ Brb talk contribs‎ 298,967 bytes +177‎ →‎Bootstrap method
curprev 10:2910:29, 24 May 2019‎ Brb talk contribs‎ 298,790 bytes +142‎ →‎Books

curprev 15:4615:46, 22 May 2019‎ Brb talk contribs‎ 298,648 bytes +11‎ →‎Concordance index/C-index/C-statistic interpretation and R packages
curprev 15:4315:43, 22 May 2019‎ Brb talk contribs‎ 298,637 bytes +766‎ →‎Overfitting

curprev 16:2316:23, 21 May 2019‎ Brb talk contribs‎ 297,871 bytes +174‎ →‎Zero counts
curprev 16:1916:19, 21 May 2019‎ Brb talk contribs‎ 297,697 bytes +142‎ →‎Model selection criteria

curprev 12:5412:54, 17 May 2019‎ Brb talk contribs‎ 295,661 bytes +110‎ →‎Akaike information criterion
curprev 12:5212:52, 17 May 2019‎ Brb talk contribs‎ 295,551 bytes +217‎ →‎the Holy Trinity (LRT, Wald, Score tests)
curprev 12:4712:47, 17 May 2019‎ Brb talk contribs‎ 295,334 bytes +174‎ →‎Confounders, confounding

curprev 08:5008:50, 16 May 2019‎ Brb talk contribs‎ 295,160 bytes +785‎ →‎Model selection criteria

curprev 15:5015:50, 15 May 2019‎ Brb talk contribs‎ 294,375 bytes +901‎ →‎the Holy Trinity (LRT, Wald, Score tests)
curprev 15:4215:42, 15 May 2019‎ Brb talk contribs‎ 293,474 bytes +215‎ →‎Statistical Learning
curprev 15:1815:18, 15 May 2019‎ Brb talk contribs‎ 293,259 bytes +322‎ →‎Hazard Ratio vs Relative Risk
curprev 13:5113:51, 15 May 2019‎ Brb talk contribs‎ 292,937 bytes +312‎ →‎Binomial

curprev 21:2221:22, 14 May 2019‎ Brb talk contribs‎ 292,625 bytes +132‎ →‎Negative Binomial

curprev 17:2917:29, 11 May 2019‎ Brb talk contribs‎ 292,493 bytes +143‎ →‎Mixed Effect Model

curprev 13:4613:46, 9 May 2019‎ Brb talk contribs‎ 292,350 bytes +180‎ →‎Imbalanced Classification

curprev 08:4408:44, 8 May 2019‎ Brb talk contribs‎ 292,170 bytes +60‎ →‎Other Lasso
curprev 08:3308:33, 8 May 2019‎ Brb talk contribs‎ 292,110 bytes +173‎ →‎Other Lasso

curprev 11:2911:29, 7 May 2019‎ Brb talk contribs‎ 291,937 bytes +363‎ →‎Difference between CV & bootstrapping

curprev 13:4113:41, 29 April 2019‎ Brb talk contribs‎ 291,574 bytes +177‎ →‎Cross Validation
curprev 11:1911:19, 29 April 2019‎ Brb talk contribs‎ 291,397 bytes +926‎ →‎.632 and .632+ bootstrap
curprev 10:3810:38, 29 April 2019‎ Brb talk contribs‎ 290,471 bytes +68‎ →‎.632 and .632+ bootstrap

curprev 14:3814:38, 19 April 2019‎ Brb talk contribs‎ 287,179 bytes +13‎ →‎PCA and SVD

curprev 14:4714:47, 17 April 2019‎ Brb talk contribs‎ 287,166 bytes +107‎ →‎.632 bootstrap
curprev 12:5612:56, 17 April 2019‎ Brb talk contribs‎ 287,059 bytes +151‎ →‎.632 bootstrap

curprev 15:2015:20, 15 April 2019‎ Brb talk contribs‎ 286,390 bytes +177‎ →‎.632 bootstrap

curprev 10:0610:06, 28 March 2019‎ Brb talk contribs‎ 286,213 bytes +85‎ →‎ANOVA

curprev 14:4414:44, 26 March 2019‎ Brb talk contribs‎ 286,128 bytes +28‎ →‎Kaplan & Meier and Nelson-Aalen: survfit.formula(), Surv()
curprev 14:4214:42, 26 March 2019‎ Brb talk contribs‎ 286,100 bytes +50‎ →‎Kaplan & Meier and Nelson-Aalen: survfit.formula(), Surv()

curprev 16:5016:50, 24 March 2019‎ Brb talk contribs‎ 286,050 bytes +153‎ →‎p-values

curprev 12:4412:44, 19 March 2019‎ Brb talk contribs‎ 285,897 bytes +192‎ →‎False Discovery Rate

curprev 20:5420:54, 17 March 2019‎ Brb talk contribs‎ 285,705 bytes +128‎ →‎Comparison of two AUCs

curprev 17:3117:31, 12 March 2019‎ Brb talk contribs‎ 285,577 bytes +155‎ →‎Simulate survival data

curprev 17:0417:04, 6 March 2019‎ Brb talk contribs‎ 285,422 bytes +40‎ →‎Cox proportional hazards model

curprev 16:5116:51, 4 March 2019‎ Brb talk contribs‎ 285,382 bytes +282‎ →‎Kaplan & Meier and Nelson-Aalen: survfit.formula()

curprev 16:1916:19, 28 February 2019‎ Brb talk contribs‎ 284,294 bytes +257‎ →‎Lasso/glmnet and FAQs

curprev 12:3112:31, 27 February 2019‎ Brb talk contribs‎ 284,037 bytes +10‎ →‎Assessing the performance of prediction models
curprev 12:2112:21, 27 February 2019‎ Brb talk contribs‎ 284,027 bytes −171‎ No edit summary
curprev 12:1812:18, 27 February 2019‎ Brb talk contribs‎ 284,198 bytes +445‎ →‎Concordance index (C-index) and interpretation

curprev 17:2817:28, 24 February 2019‎ Brb talk contribs‎ 283,753 bytes +148‎ →‎Lasso/glmnet and FAQs

curprev 09:4909:49, 21 February 2019‎ Brb talk contribs‎ 283,605 bytes +87‎ →‎Random forest

curprev 17:2617:26, 18 February 2019‎ Brb talk contribs‎ 283,518 bytes +658‎ →‎Kaplan & Meier and Nelson-Aalen: survfit.formula()

curprev 16:0516:05, 13 February 2019‎ Brb talk contribs‎ 282,860 bytes +372‎ →‎Spearman vs Wilcoxon
curprev 15:5915:59, 13 February 2019‎ Brb talk contribs‎ 282,488 bytes +6‎ →‎Spearman vs Wilcoxon

curprev 15:5315:53, 12 February 2019‎ Brb talk contribs‎ 282,482 bytes +109‎ →‎False Discovery Rate
curprev 15:5115:51, 12 February 2019‎ Brb talk contribs‎ 282,373 bytes +516‎ →‎False Discovery Rate

curprev 11:4611:46, 11 February 2019‎ Brb talk contribs‎ 281,857 bytes +186‎ →‎Gradient boosting

curprev 18:3718:37, 10 February 2019‎ Brb talk contribs‎ 281,671 bytes +160‎ →‎C-statistics
curprev 10:4110:41, 10 February 2019‎ Brb talk contribs‎ 281,511 bytes +140‎ →‎C-statistics

curprev 12:0912:09, 5 February 2019‎ Brb talk contribs‎ 281,371 bytes +122‎ →‎Empirical Bayes Normal Means Problem with Correlated Noise
curprev 12:0712:07, 5 February 2019‎ Brb talk contribs‎ 281,249 bytes +183‎ →‎Multiple comparisons

curprev 14:4014:40, 4 February 2019‎ Brb talk contribs‎ 281,066 bytes +44‎ →‎Kaplan & Meier and Nelson-Aalen: survfit.formula()
curprev 12:0812:08, 4 February 2019‎ Brb talk contribs‎ 281,022 bytes +80‎ →‎How many events are required to fit the Cox regression reliably?
curprev 12:0312:03, 4 February 2019‎ Brb talk contribs‎ 280,942 bytes +165‎ →‎How many events are required to fit the Cox regression reliably?

curprev 17:0617:06, 1 February 2019‎ Brb talk contribs‎ 280,777 bytes +182‎ →‎Calculate area under curve by hand (using trapezoid), relation to concordance measure and the Wilcoxon–Mann–Whitney test

curprev 14:4914:49, 31 January 2019‎ Brb talk contribs‎ 280,595 bytes +145‎ →‎Limma: Empirical Bayes method
curprev 11:5711:57, 31 January 2019‎ Brb talk contribs‎ 280,450 bytes +177‎ →‎Hazard Ratio vs Relative Risk

curprev 11:3711:37, 29 January 2019‎ Brb talk contribs‎ 280,273 bytes +72‎ →‎Calculate area under curve by hand (using trapezoid)
curprev 11:3511:35, 29 January 2019‎ Brb talk contribs‎ 280,201 bytes +103‎ →‎Incidence, Prevalence

curprev 12:0512:05, 17 January 2019‎ Brb talk contribs‎ 280,098 bytes +6‎ →‎C-statistic limitations
curprev 11:2411:24, 17 January 2019‎ Brb talk contribs‎ 280,092 bytes +902‎ →‎C-statistic applications
curprev 10:2110:21, 17 January 2019‎ Brb talk contribs‎ 279,190 bytes +424‎ →‎C-statistics
curprev 10:1510:15, 17 January 2019‎ Brb talk contribs‎ 278,766 bytes +230‎ →‎C-statistics

curprev 22:2222:22, 15 January 2019‎ Brb talk contribs‎ 278,536 bytes −2,776‎ →‎Clustering
curprev 15:3115:31, 15 January 2019‎ Brb talk contribs‎ 281,312 bytes +33‎ →‎Books
curprev 15:2915:29, 15 January 2019‎ Brb talk contribs‎ 281,279 bytes +82‎ →‎Books

curprev 16:4616:46, 14 January 2019‎ Brb talk contribs‎ 281,197 bytes +133‎ →‎Highly correlated covariates

curprev 21:1321:13, 12 January 2019‎ Brb talk contribs‎ 281,064 bytes +159‎ →‎Partial Least Squares (PLS)

curprev 09:1609:16, 11 January 2019‎ Brb talk contribs‎ 280,905 bytes +482‎ →‎Combining insignificant factor levels

curprev 20:1020:10, 9 January 2019‎ Brb talk contribs‎ 280,423 bytes +98‎ →‎Lasso/glmnet and FAQs

curprev 10:5410:54, 7 January 2019‎ Brb talk contribs‎ 280,325 bytes +124‎ →‎Empirical Bayes method

curprev 14:3414:34, 31 December 2018‎ Brb talk contribs‎ 280,201 bytes +509‎ →‎Gradient descent

curprev 16:1516:15, 29 December 2018‎ Brb talk contribs‎ 279,692 bytes +416‎ →‎Bootstrap

curprev 15:4315:43, 28 December 2018‎ Brb talk contribs‎ 279,276 bytes +90‎ →‎Bootstrap

curprev 21:3221:32, 27 December 2018‎ Brb talk contribs‎ 279,186 bytes +218‎ →‎Bootstrap
curprev 11:1211:12, 27 December 2018‎ Brb talk contribs‎ 278,968 bytes +194‎ →‎Performance evaluation
curprev 10:5510:55, 27 December 2018‎ Brb talk contribs‎ 278,774 bytes +655‎ →‎Bootstrap

curprev 15:3815:38, 21 December 2018‎ Brb talk contribs‎ 278,119 bytes +154‎ →‎(nominal) alpha level
curprev 10:0810:08, 21 December 2018‎ Brb talk contribs‎ 277,965 bytes +60‎ →‎Kendall's tau, Goodman-Kruskal's gamma, Somers' d
curprev 10:0710:07, 21 December 2018‎ Brb talk contribs‎ 277,905 bytes +332‎ →‎Integrated brier score (≈ "mean squared error" of prediction for survival data)

curprev 16:4716:47, 20 December 2018‎ Brb talk contribs‎ 277,573 bytes +136‎ →‎Concordance index (C-index) and interpretation
curprev 16:2316:23, 20 December 2018‎ Brb talk contribs‎ 277,437 bytes +251‎ →‎Concordance index (C-index) and interpretation

curprev 12:1312:13, 19 December 2018‎ Brb talk contribs‎ 277,186 bytes +20‎ →‎Intraclass Correlation/ Intra Cluster Correlation (ICC)
curprev 12:0812:08, 19 December 2018‎ Brb talk contribs‎ 277,166 bytes +314‎ →‎k-means clustering
curprev 10:4010:40, 19 December 2018‎ Brb talk contribs‎ 276,852 bytes +34‎ →‎k-medoids
curprev 10:2510:25, 19 December 2018‎ Brb talk contribs‎ 276,818 bytes +141‎ →‎k-means clustering

curprev 19:0619:06, 17 December 2018‎ Brb talk contribs‎ 276,677 bytes +263‎ →‎Weibull is related to Extreme value distribution

curprev 11:3511:35, 11 December 2018‎ Brb talk contribs‎ 276,414 bytes +251‎ →‎Effect size and Cohen's d
curprev 11:2911:29, 11 December 2018‎ Brb talk contribs‎ 276,163 bytes +208‎ →‎Effect size

curprev 13:3213:32, 7 December 2018‎ Brb talk contribs‎ 275,955 bytes −1‎ →‎Create a boxplot from a list object
curprev 13:3113:31, 7 December 2018‎ Brb talk contribs‎ 275,956 bytes +111‎ →‎Create a boxplot from a list object
curprev 13:2813:28, 7 December 2018‎ Brb talk contribs‎ 275,845 bytes +175‎ →‎Dot-box plot
curprev 09:4309:43, 7 December 2018‎ Brb talk contribs‎ 275,670 bytes +126‎ →‎ANOVA

curprev 14:0314:03, 3 December 2018‎ Brb talk contribs‎ 275,010 bytes +236‎ →‎C-statistics
curprev 13:5913:59, 3 December 2018‎ Brb talk contribs‎ 274,774 bytes +189‎ →‎C-statistics
curprev 10:0210:02, 3 December 2018‎ Brb talk contribs‎ 274,585 bytes +12‎ →‎Lasso/glmnet and FAQs

curprev 19:4019:40, 30 November 2018‎ Brb talk contribs‎ 271,146 bytes −26‎ →‎C-statistics
curprev 19:4019:40, 30 November 2018‎ Brb talk contribs‎ 271,172 bytes +26‎ →‎C-statistics

curprev 21:1621:16, 29 November 2018‎ Brb talk contribs‎ 271,146 bytes +199‎ →‎Boosting
curprev 15:5515:55, 29 November 2018‎ Brb talk contribs‎ 270,947 bytes +22‎ →‎C-statistics
curprev 14:0514:05, 29 November 2018‎ Brb talk contribs‎ 270,925 bytes +165‎ →‎Comparison by plotting
curprev 12:3512:35, 29 November 2018‎ Brb talk contribs‎ 270,760 bytes +273‎ →‎Censoring

curprev 22:1322:13, 24 November 2018‎ Brb talk contribs‎ 270,487 bytes +154‎ →‎Lasso/glmnet and FAQs

curprev 09:2109:21, 22 November 2018‎ Brb talk contribs‎ 270,333 bytes +246‎ →‎Prognostic markers vs predictive markers (and other biomarkers)
curprev 09:0709:07, 22 November 2018‎ Brb talk contribs‎ 270,087 bytes +102‎ →‎Subgroup analysis
curprev 09:0609:06, 22 November 2018‎ Brb talk contribs‎ 269,985 bytes +127‎ →‎R package related to power analysis
curprev 08:3808:38, 22 November 2018‎ Brb talk contribs‎ 269,858 bytes +448‎ →‎Computation for gene expression (microarray) data

curprev 21:2721:27, 21 November 2018‎ Brb talk contribs‎ 269,410 bytes +108‎ →‎Lasso/glmnet and FAQs

curprev 14:2314:23, 19 November 2018‎ Brb talk contribs‎ 267,933 bytes +372‎ →‎ROC curve and Brier score
curprev 11:4611:46, 19 November 2018‎ Brb talk contribs‎ 267,561 bytes +302‎ →‎ROC curve and Brier score

curprev 10:5910:59, 18 November 2018‎ Brb talk contribs‎ 267,259 bytes +4‎ →‎Censoring

curprev 15:3515:35, 17 November 2018‎ Brb talk contribs‎ 267,255 bytes +111‎ →‎ROC curve and Brier score

curprev 11:4711:47, 16 November 2018‎ Brb talk contribs‎ 267,144 bytes +139‎ →‎Lasso/glmnet and FAQs

curprev 10:0110:01, 15 November 2018‎ Brb talk contribs‎ 267,005 bytes +211‎ →‎Books

curprev 11:3111:31, 12 November 2018‎ Brb talk contribs‎ 263,251 bytes +182‎ →‎Russ Lenth Java applets
curprev 11:3011:30, 12 November 2018‎ Brb talk contribs‎ 263,069 bytes +157‎ →‎Nonparametric bootstrap

curprev 19:0919:09, 9 November 2018‎ Brb talk contribs‎ 262,912 bytes +722‎ →‎Weibull and Exponential model to Cox model
curprev 16:4116:41, 9 November 2018‎ Brb talk contribs‎ 262,190 bytes +196‎ →‎Inverse Probability of Censoring Weighted (IPCW)
curprev 08:5308:53, 9 November 2018‎ Brb talk contribs‎ 261,994 bytes +96‎ →‎Books

curprev 10:0510:05, 8 November 2018‎ Brb talk contribs‎ 261,898 bytes +84‎ →‎Following

curprev 11:0211:02, 6 November 2018‎ Brb talk contribs‎ 261,814 bytes +153‎ →‎C-statistics

curprev 15:4015:40, 2 November 2018‎ Brb talk contribs‎ 260,221 bytes +262‎ →‎C-statistics
curprev 14:5414:54, 2 November 2018‎ Brb talk contribs‎ 259,959 bytes +105‎ →‎C-statistics
curprev 14:5214:52, 2 November 2018‎ Brb talk contribs‎ 259,854 bytes +822‎ →‎C-statistic applications
curprev 14:3014:30, 2 November 2018‎ Brb talk contribs‎ 259,032 bytes +213‎ →‎C-statistic vs LRT comparing nested models

curprev 11:4011:40, 31 October 2018‎ Brb talk contribs‎ 258,819 bytes +211‎ →‎Signal to noise ratio

curprev 10:2110:21, 28 October 2018‎ Brb talk contribs‎ 256,588 bytes +56‎ →‎Dot-box plot

curprev 14:5214:52, 26 October 2018‎ Brb talk contribs‎ 256,532 bytes +91‎ →‎Survival risk prediction

curprev 20:4020:40, 23 October 2018‎ Brb talk contribs‎ 253,899 bytes +158‎ →‎Repeated measure

curprev 17:5017:50, 15 October 2018‎ Brb talk contribs‎ 250,595 bytes +273‎ →‎Matrix factorization methods

curprev 14:3314:33, 8 October 2018‎ Brb talk contribs‎ 250,322 bytes +7‎ →‎Cox proportional hazards model
curprev 11:1711:17, 8 October 2018‎ Brb talk contribs‎ 250,315 bytes +176‎ →‎Classification and Regression Trees (CART)

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