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Estimate the Confidence Intervals for Predictive Values

v2.0.0 · Apr 12, 2024 · GPL (>= 3)

Description

Computes confidence intervals for the positive predictive value (PPV) and negative predictive value (NPV) based on varied scenarios. In situations where the proportion of diseased subjects does not correspond to the disease prevalence (e.g. case-control studies), this package provides two types of solutions: 1) five methods for estimating confidence intervals for PPV and NPV via ratio of two binomial proportions including Gart & Nam (1988), Walter (1975), MOVER-J (Laud, 2017), Fieller (1954), and Bootstrap (Efron, 1979); 2) three direct methods that compute the confidence intervals including Pepe (2003), Zhou (2007), and Delta. In prospective studies where the proportion of diseased subjects is an unbiased estimate of the disease prevalence, this package provides several methods for calculating the confidence intervals for PPV and NPV including Clopper-Pearson, Wald, Wilson, Agresti-Coull, and Beta. See the Details and References sections in the corresponding functions.

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CRAN incoming feasibility

Maintainer: ‘Dadong Zhang <dzhang4@illumina.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Dadong",
                      family = "Zhang",
                      role = c("aut", "cre"),
                      email = "dzhang4@illumina.com"),
               person(given = "Jingye",
                      family = "Wang",
                      role = "aut",
                      email = "jwang16@illumina.com"),
               person(given = "Suqin",
                      family = "Cai",
                      role = "aut",
                      email = "scai1@illumina.com"),
               person(given = "Johan",
                      family = "Surtihadi",
                      role = "aut",
                      email = "jsurtihadi@illumina.com"))
as necessary.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Dadong Zhang <dzhang4@illumina.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Dadong",
                      family = "Zhang",
                      role = c("aut", "cre"),
                      email = "dzhang4@illumina.com"),
               person(given = "Jingye",
                      family = "Wang",
                      role = "aut",
                      email = "jwang16@illumina.com"),
               person(given = "Suqin",
                      family = "Cai",
                      role = "aut",
                      email = "scai1@illumina.com"),
               person(given = "Johan",
                      family = "Surtihadi",
                      role = "aut",
                      email = "jsurtihadi@illumina.com"))
as necessary.

Check History

NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Dadong Zhang <dzhang4@illumina.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Dadong",
                      family = "Zhang",
                      role = c("aut", "cre"),
            
...[truncated]...
"aut",
                      email = "scai1@illumina.com"),
               person(given = "Johan",
                      family = "Surtihadi",
                      role = "aut",
                      email = "jsurtihadi@illumina.com"))
as necessary.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Dadong Zhang <dzhang4@illumina.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Dadong",
                      family = "Zhang",
                      role = c("aut", "cre"),
            
...[truncated]...
"aut",
                      email = "scai1@illumina.com"),
               person(given = "Johan",
                      family = "Surtihadi",
                      role = "aut",
                      email = "jsurtihadi@illumina.com"))
as necessary.

Dependency Network

Dependencies Reverse dependencies ratesci boot Rdpack kableExtra CIfinder

Version History

new 2.0.0 Mar 10, 2026
updated 2.0.0 ← 1.0.2 diff Apr 11, 2024
updated 1.0.2 ← 1.0.1 diff Oct 29, 2023
updated 1.0.1 ← 1.0.0 diff Aug 15, 2023
new 1.0.0 Jun 14, 2023