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grizbayr

Bayesian Inference for A|B and Bandit Marketing Tests

v1.3.5 · Oct 9, 2023 · MIT + file LICENSE

Description

Uses simple Bayesian conjugate prior update rules to calculate the win probability of each option, value remaining in the test, and percent lift over the baseline for various marketing objectives. References: Fink, Daniel (1997) "A Compendium of Conjugate Priors" <https://www.johndcook.com/CompendiumOfConjugatePriors.pdf>. Stucchio, Chris (2015) "Bayesian A/B Testing at VWO" <https://vwo.com/downloads/VWO_SmartStats_technical_whitepaper.pdf>.

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r-devel-linux-x86_64-debian-clang NOTE
r-devel-linux-x86_64-debian-gcc NOTE
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r-devel-macos-arm64 NOTE
r-devel-windows-x86_64 NOTE
r-oldrel-macos-arm64 NOTE
r-oldrel-macos-x86_64 NOTE
r-oldrel-windows-x86_64 NOTE
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NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Ryan Angi <angi.ryan@gmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Ryan",
                    family = "Angi",
                    role = c("aut", "cre"),
                    email = "angi.ryan@gmail.com")
as necessary.
NOTE r-devel-linux-x86_64-debian-clang

Rd files

checkRd: (-1) sample_cm_per_click.Rd:13: Lost braces; missing escapes or markup?
    13 | \item{priors}{Optional list of priors {alpha0, beta0} for Beta, {k0, theta0} for Gamma Inverse Revenue,
       |                                       ^
checkRd: (-1) sample_cm_per_click.Rd:13: Lost braces; missing escapes or markup?
    13 | \item{priors}{Optional list of priors {alpha0, beta0} for Beta, {k0, theta0} for Gamma Inverse Revenue,
       |                                                                 ^
checkRd: (-1) sample_cm_per_click.Rd:14: Lost braces; missing escapes or markup?
    14 | and {k01, theta01} for Gamma Cost (uses alternate priors so they can be different from Revenue).
       |     ^
checkRd: (-1) sample_cpa.Rd:13: Lost braces; missing escapes or markup?
    13 | \item{priors}{Optional list of priors {alpha0, beta0} for Beta and {k0, theta0}
       |                                       ^
checkRd: (-1) sample_cpa.Rd:13: Lost braces; missing escapes or markup?
    
...[truncated]...
{k0, theta0} for Gamma.
       |                                       ^
checkRd: (-1) sample_rev_per_session.Rd:13: Lost braces; missing escapes or markup?
    13 | \item{priors}{Optional list of priors {alpha0, beta0} for Beta
       |                                       ^
checkRd: (-1) sample_rev_per_session.Rd:14: Lost braces; missing escapes or markup?
    14 | and {k0, theta0} for Gamma. Default \eqn{Beta(1,1)}
       |     ^
checkRd: (-1) sample_total_cm.Rd:13: Lost braces; missing escapes or markup?
    13 | \item{priors}{Optional list of priors {alpha0, beta0} for Beta,
       |                                       ^
checkRd: (-1) sample_total_cm.Rd:14: Lost braces; missing escapes or markup?
    14 | {k0, theta0} for Gamma Inverse Revenue, and {k01, theta01} for
       | ^
checkRd: (-1) sample_total_cm.Rd:14: Lost braces; missing escapes or markup?
    14 | {k0, theta0} for Gamma Inverse Revenue, and {k01, theta01} for
       |                                             ^
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Ryan Angi <angi.ryan@gmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Ryan",
                    family = "Angi",
                    role = c("aut", "cre"),
                    email = "angi.ryan@gmail.com")
as necessary.
NOTE r-devel-linux-x86_64-debian-gcc

Rd files

checkRd: (-1) sample_cm_per_click.Rd:13: Lost braces; missing escapes or markup?
    13 | \item{priors}{Optional list of priors {alpha0, beta0} for Beta, {k0, theta0} for Gamma Inverse Revenue,
       |                                       ^
checkRd: (-1) sample_cm_per_click.Rd:13: Lost braces; missing escapes or markup?
    13 | \item{priors}{Optional list of priors {alpha0, beta0} for Beta, {k0, theta0} for Gamma Inverse Revenue,
       |                                                                 ^
checkRd: (-1) sample_cm_per_click.Rd:14: Lost braces; missing escapes or markup?
    14 | and {k01, theta01} for Gamma Cost (uses alternate priors so they can be different from Revenue).
       |     ^
checkRd: (-1) sample_cpa.Rd:13: Lost braces; missing escapes or markup?
    13 | \item{priors}{Optional list of priors {alpha0, beta0} for Beta and {k0, theta0}
       |                                       ^
checkRd: (-1) sample_cpa.Rd:13: Lost braces; missing escapes or markup?
    
...[truncated]...
{k0, theta0} for Gamma.
       |                                       ^
checkRd: (-1) sample_rev_per_session.Rd:13: Lost braces; missing escapes or markup?
    13 | \item{priors}{Optional list of priors {alpha0, beta0} for Beta
       |                                       ^
checkRd: (-1) sample_rev_per_session.Rd:14: Lost braces; missing escapes or markup?
    14 | and {k0, theta0} for Gamma. Default \eqn{Beta(1,1)}
       |     ^
checkRd: (-1) sample_total_cm.Rd:13: Lost braces; missing escapes or markup?
    13 | \item{priors}{Optional list of priors {alpha0, beta0} for Beta,
       |                                       ^
checkRd: (-1) sample_total_cm.Rd:14: Lost braces; missing escapes or markup?
    14 | {k0, theta0} for Gamma Inverse Revenue, and {k01, theta01} for
       | ^
checkRd: (-1) sample_total_cm.Rd:14: Lost braces; missing escapes or markup?
    14 | {k0, theta0} for Gamma Inverse Revenue, and {k01, theta01} for
       |                                             ^
NOTE r-devel-linux-x86_64-fedora-clang

Rd files

checkRd: (-1) sample_cm_per_click.Rd:13: Lost braces; missing escapes or markup?
    13 | \item{priors}{Optional list of priors {alpha0, beta0} for Beta, {k0, theta0} for Gamma Inverse Revenue,
       |                                       ^
checkRd: (-1) sample_cm_per_click.Rd:13: Lost braces; missing escapes or markup?
    13 | \item{priors}{Optional list of priors {alpha0, beta0} for Beta, {k0, theta0} for Gamma Inverse Revenue,
       |                                                                 ^
checkRd: (-1) sample_cm_per_click.Rd:14: Lost braces; missing escapes or markup?
    14 | and {k01, theta01} for Gamma Cost (uses alternate priors so they can be different from Revenue).
       |     ^
checkRd: (-1) sample_cpa.Rd:13: Lost braces; missing escapes or markup?
    13 | \item{priors}{Optional list of priors {alpha0, beta0} for Beta and {k0, theta0}
       |                                       ^
checkRd: (-1) sample_cpa.Rd:13: Lost braces; missing escapes or markup?
    
...[truncated]...
{k0, theta0} for Gamma.
       |                                       ^
checkRd: (-1) sample_rev_per_session.Rd:13: Lost braces; missing escapes or markup?
    13 | \item{priors}{Optional list of priors {alpha0, beta0} for Beta
       |                                       ^
checkRd: (-1) sample_rev_per_session.Rd:14: Lost braces; missing escapes or markup?
    14 | and {k0, theta0} for Gamma. Default \eqn{Beta(1,1)}
       |     ^
checkRd: (-1) sample_total_cm.Rd:13: Lost braces; missing escapes or markup?
    13 | \item{priors}{Optional list of priors {alpha0, beta0} for Beta,
       |                                       ^
checkRd: (-1) sample_total_cm.Rd:14: Lost braces; missing escapes or markup?
    14 | {k0, theta0} for Gamma Inverse Revenue, and {k01, theta01} for
       | ^
checkRd: (-1) sample_total_cm.Rd:14: Lost braces; missing escapes or markup?
    14 | {k0, theta0} for Gamma Inverse Revenue, and {k01, theta01} for
       |                                             ^
NOTE r-devel-linux-x86_64-fedora-gcc

Rd files

checkRd: (-1) sample_cm_per_click.Rd:13: Lost braces; missing escapes or markup?
    13 | \item{priors}{Optional list of priors {alpha0, beta0} for Beta, {k0, theta0} for Gamma Inverse Revenue,
       |                                       ^
checkRd: (-1) sample_cm_per_click.Rd:13: Lost braces; missing escapes or markup?
    13 | \item{priors}{Optional list of priors {alpha0, beta0} for Beta, {k0, theta0} for Gamma Inverse Revenue,
       |                                                                 ^
checkRd: (-1) sample_cm_per_click.Rd:14: Lost braces; missing escapes or markup?
    14 | and {k01, theta01} for Gamma Cost (uses alternate priors so they can be different from Revenue).
       |     ^
checkRd: (-1) sample_cpa.Rd:13: Lost braces; missing escapes or markup?
    13 | \item{priors}{Optional list of priors {alpha0, beta0} for Beta and {k0, theta0}
       |                                       ^
checkRd: (-1) sample_cpa.Rd:13: Lost braces; missing escapes or markup?
    
...[truncated]...
{k0, theta0} for Gamma.
       |                                       ^
checkRd: (-1) sample_rev_per_session.Rd:13: Lost braces; missing escapes or markup?
    13 | \item{priors}{Optional list of priors {alpha0, beta0} for Beta
       |                                       ^
checkRd: (-1) sample_rev_per_session.Rd:14: Lost braces; missing escapes or markup?
    14 | and {k0, theta0} for Gamma. Default \eqn{Beta(1,1)}
       |     ^
checkRd: (-1) sample_total_cm.Rd:13: Lost braces; missing escapes or markup?
    13 | \item{priors}{Optional list of priors {alpha0, beta0} for Beta,
       |                                       ^
checkRd: (-1) sample_total_cm.Rd:14: Lost braces; missing escapes or markup?
    14 | {k0, theta0} for Gamma Inverse Revenue, and {k01, theta01} for
       | ^
checkRd: (-1) sample_total_cm.Rd:14: Lost braces; missing escapes or markup?
    14 | {k0, theta0} for Gamma Inverse Revenue, and {k01, theta01} for
       |                                             ^
NOTE r-devel-macos-arm64

Rd files

checkRd: (-1) sample_cm_per_click.Rd:13: Lost braces; missing escapes or markup?
    13 | \item{priors}{Optional list of priors {alpha0, beta0} for Beta, {k0, theta0} for Gamma Inverse Revenue,
       |                                       ^
checkRd: (-1) sample_cm_per_click.Rd:13: Lost braces; missing escapes or markup?
    13 | \item{priors}{Optional list of priors {alpha0, beta0} for Beta, {k0, theta0} for Gamma Inverse Revenue,
       |                                                                 ^
checkRd: (-1) sample_cm_per_click.Rd:14: Lost braces; missing escapes or markup?
    14 | and {k01, theta01} for Gamma Cost (uses alternate priors so they can be different from Revenue).
       |     ^
checkRd: (-1) sample_cpa.Rd:13: Lost braces; missing escapes or markup?
    13 | \item{priors}{Optional list of priors {alpha0, beta0} for Beta and {k0, theta0}
       |                                       ^
checkRd: (-1) sample_cpa.Rd:13: Lost braces; missing escapes or markup?
    
...[truncated]...
{k0, theta0} for Gamma.
       |                                       ^
checkRd: (-1) sample_rev_per_session.Rd:13: Lost braces; missing escapes or markup?
    13 | \item{priors}{Optional list of priors {alpha0, beta0} for Beta
       |                                       ^
checkRd: (-1) sample_rev_per_session.Rd:14: Lost braces; missing escapes or markup?
    14 | and {k0, theta0} for Gamma. Default \eqn{Beta(1,1)}
       |     ^
checkRd: (-1) sample_total_cm.Rd:13: Lost braces; missing escapes or markup?
    13 | \item{priors}{Optional list of priors {alpha0, beta0} for Beta,
       |                                       ^
checkRd: (-1) sample_total_cm.Rd:14: Lost braces; missing escapes or markup?
    14 | {k0, theta0} for Gamma Inverse Revenue, and {k01, theta01} for
       | ^
checkRd: (-1) sample_total_cm.Rd:14: Lost braces; missing escapes or markup?
    14 | {k0, theta0} for Gamma Inverse Revenue, and {k01, theta01} for
       |                                             ^
NOTE r-devel-windows-x86_64

Rd files

checkRd: (-1) sample_cm_per_click.Rd:13: Lost braces; missing escapes or markup?
    13 | \item{priors}{Optional list of priors {alpha0, beta0} for Beta, {k0, theta0} for Gamma Inverse Revenue,
       |                                       ^
checkRd: (-1) sample_cm_per_click.Rd:13: Lost braces; missing escapes or markup?
    13 | \item{priors}{Optional list of priors {alpha0, beta0} for Beta, {k0, theta0} for Gamma Inverse Revenue,
       |                                                                 ^
checkRd: (-1) sample_cm_per_click.Rd:14: Lost braces; missing escapes or markup?
    14 | and {k01, theta01} for Gamma Cost (uses alternate priors so they can be different from Revenue).
       |     ^
checkRd: (-1) sample_cpa.Rd:13: Lost braces; missing escapes or markup?
    13 | \item{priors}{Optional list of priors {alpha0, beta0} for Beta and {k0, theta0}
       |                                       ^
checkRd: (-1) sample_cpa.Rd:13: Lost braces; missing escapes or markup?
    
...[truncated]...
{k0, theta0} for Gamma.
       |                                       ^
checkRd: (-1) sample_rev_per_session.Rd:13: Lost braces; missing escapes or markup?
    13 | \item{priors}{Optional list of priors {alpha0, beta0} for Beta
       |                                       ^
checkRd: (-1) sample_rev_per_session.Rd:14: Lost braces; missing escapes or markup?
    14 | and {k0, theta0} for Gamma. Default \eqn{Beta(1,1)}
       |     ^
checkRd: (-1) sample_total_cm.Rd:13: Lost braces; missing escapes or markup?
    13 | \item{priors}{Optional list of priors {alpha0, beta0} for Beta,
       |                                       ^
checkRd: (-1) sample_total_cm.Rd:14: Lost braces; missing escapes or markup?
    14 | {k0, theta0} for Gamma Inverse Revenue, and {k01, theta01} for
       | ^
checkRd: (-1) sample_total_cm.Rd:14: Lost braces; missing escapes or markup?
    14 | {k0, theta0} for Gamma Inverse Revenue, and {k01, theta01} for
       |                                             ^
NOTE r-oldrel-macos-arm64

Rd files

checkRd: (-1) sample_cm_per_click.Rd:13: Lost braces; missing escapes or markup?
    13 | \item{priors}{Optional list of priors {alpha0, beta0} for Beta, {k0, theta0} for Gamma Inverse Revenue,
       |                                       ^
checkRd: (-1) sample_cm_per_click.Rd:13: Lost braces; missing escapes or markup?
    13 | \item{priors}{Optional list of priors {alpha0, beta0} for Beta, {k0, theta0} for Gamma Inverse Revenue,
       |                                                                 ^
checkRd: (-1) sample_cm_per_click.Rd:14: Lost braces; missing escapes or markup?
    14 | and {k01, theta01} for Gamma Cost (uses alternate priors so they can be different from Revenue).
       |     ^
checkRd: (-1) sample_cpa.Rd:13: Lost braces; missing escapes or markup?
    13 | \item{priors}{Optional list of priors {alpha0, beta0} for Beta and {k0, theta0}
       |                                       ^
checkRd: (-1) sample_cpa.Rd:13: Lost braces; missing escapes or markup?
    
...[truncated]...
{k0, theta0} for Gamma.
       |                                       ^
checkRd: (-1) sample_rev_per_session.Rd:13: Lost braces; missing escapes or markup?
    13 | \item{priors}{Optional list of priors {alpha0, beta0} for Beta
       |                                       ^
checkRd: (-1) sample_rev_per_session.Rd:14: Lost braces; missing escapes or markup?
    14 | and {k0, theta0} for Gamma. Default \eqn{Beta(1,1)}
       |     ^
checkRd: (-1) sample_total_cm.Rd:13: Lost braces; missing escapes or markup?
    13 | \item{priors}{Optional list of priors {alpha0, beta0} for Beta,
       |                                       ^
checkRd: (-1) sample_total_cm.Rd:14: Lost braces; missing escapes or markup?
    14 | {k0, theta0} for Gamma Inverse Revenue, and {k01, theta01} for
       | ^
checkRd: (-1) sample_total_cm.Rd:14: Lost braces; missing escapes or markup?
    14 | {k0, theta0} for Gamma Inverse Revenue, and {k01, theta01} for
       |                                             ^
NOTE r-oldrel-macos-x86_64

Rd files

checkRd: (-1) sample_cm_per_click.Rd:13: Lost braces; missing escapes or markup?
    13 | \item{priors}{Optional list of priors {alpha0, beta0} for Beta, {k0, theta0} for Gamma Inverse Revenue,
       |                                       ^
checkRd: (-1) sample_cm_per_click.Rd:13: Lost braces; missing escapes or markup?
    13 | \item{priors}{Optional list of priors {alpha0, beta0} for Beta, {k0, theta0} for Gamma Inverse Revenue,
       |                                                                 ^
checkRd: (-1) sample_cm_per_click.Rd:14: Lost braces; missing escapes or markup?
    14 | and {k01, theta01} for Gamma Cost (uses alternate priors so they can be different from Revenue).
       |     ^
checkRd: (-1) sample_cpa.Rd:13: Lost braces; missing escapes or markup?
    13 | \item{priors}{Optional list of priors {alpha0, beta0} for Beta and {k0, theta0}
       |                                       ^
checkRd: (-1) sample_cpa.Rd:13: Lost braces; missing escapes or markup?
    
...[truncated]...
{k0, theta0} for Gamma.
       |                                       ^
checkRd: (-1) sample_rev_per_session.Rd:13: Lost braces; missing escapes or markup?
    13 | \item{priors}{Optional list of priors {alpha0, beta0} for Beta
       |                                       ^
checkRd: (-1) sample_rev_per_session.Rd:14: Lost braces; missing escapes or markup?
    14 | and {k0, theta0} for Gamma. Default \eqn{Beta(1,1)}
       |     ^
checkRd: (-1) sample_total_cm.Rd:13: Lost braces; missing escapes or markup?
    13 | \item{priors}{Optional list of priors {alpha0, beta0} for Beta,
       |                                       ^
checkRd: (-1) sample_total_cm.Rd:14: Lost braces; missing escapes or markup?
    14 | {k0, theta0} for Gamma Inverse Revenue, and {k01, theta01} for
       | ^
checkRd: (-1) sample_total_cm.Rd:14: Lost braces; missing escapes or markup?
    14 | {k0, theta0} for Gamma Inverse Revenue, and {k01, theta01} for
       |                                             ^
NOTE r-oldrel-windows-x86_64

Rd files

checkRd: (-1) sample_cm_per_click.Rd:13: Lost braces; missing escapes or markup?
    13 | \item{priors}{Optional list of priors {alpha0, beta0} for Beta, {k0, theta0} for Gamma Inverse Revenue,
       |                                       ^
checkRd: (-1) sample_cm_per_click.Rd:13: Lost braces; missing escapes or markup?
    13 | \item{priors}{Optional list of priors {alpha0, beta0} for Beta, {k0, theta0} for Gamma Inverse Revenue,
       |                                                                 ^
checkRd: (-1) sample_cm_per_click.Rd:14: Lost braces; missing escapes or markup?
    14 | and {k01, theta01} for Gamma Cost (uses alternate priors so they can be different from Revenue).
       |     ^
checkRd: (-1) sample_cpa.Rd:13: Lost braces; missing escapes or markup?
    13 | \item{priors}{Optional list of priors {alpha0, beta0} for Beta and {k0, theta0}
       |                                       ^
checkRd: (-1) sample_cpa.Rd:13: Lost braces; missing escapes or markup?
    
...[truncated]...
{k0, theta0} for Gamma.
       |                                       ^
checkRd: (-1) sample_rev_per_session.Rd:13: Lost braces; missing escapes or markup?
    13 | \item{priors}{Optional list of priors {alpha0, beta0} for Beta
       |                                       ^
checkRd: (-1) sample_rev_per_session.Rd:14: Lost braces; missing escapes or markup?
    14 | and {k0, theta0} for Gamma. Default \eqn{Beta(1,1)}
       |     ^
checkRd: (-1) sample_total_cm.Rd:13: Lost braces; missing escapes or markup?
    13 | \item{priors}{Optional list of priors {alpha0, beta0} for Beta,
       |                                       ^
checkRd: (-1) sample_total_cm.Rd:14: Lost braces; missing escapes or markup?
    14 | {k0, theta0} for Gamma Inverse Revenue, and {k01, theta01} for
       | ^
checkRd: (-1) sample_total_cm.Rd:14: Lost braces; missing escapes or markup?
    14 | {k0, theta0} for Gamma Inverse Revenue, and {k01, theta01} for
       |                                             ^
NOTE r-patched-linux-x86_64

Rd files

checkRd: (-1) sample_cm_per_click.Rd:13: Lost braces; missing escapes or markup?
    13 | \item{priors}{Optional list of priors {alpha0, beta0} for Beta, {k0, theta0} for Gamma Inverse Revenue,
       |                                       ^
checkRd: (-1) sample_cm_per_click.Rd:13: Lost braces; missing escapes or markup?
    13 | \item{priors}{Optional list of priors {alpha0, beta0} for Beta, {k0, theta0} for Gamma Inverse Revenue,
       |                                                                 ^
checkRd: (-1) sample_cm_per_click.Rd:14: Lost braces; missing escapes or markup?
    14 | and {k01, theta01} for Gamma Cost (uses alternate priors so they can be different from Revenue).
       |     ^
checkRd: (-1) sample_cpa.Rd:13: Lost braces; missing escapes or markup?
    13 | \item{priors}{Optional list of priors {alpha0, beta0} for Beta and {k0, theta0}
       |                                       ^
checkRd: (-1) sample_cpa.Rd:13: Lost braces; missing escapes or markup?
    
...[truncated]...
{k0, theta0} for Gamma.
       |                                       ^
checkRd: (-1) sample_rev_per_session.Rd:13: Lost braces; missing escapes or markup?
    13 | \item{priors}{Optional list of priors {alpha0, beta0} for Beta
       |                                       ^
checkRd: (-1) sample_rev_per_session.Rd:14: Lost braces; missing escapes or markup?
    14 | and {k0, theta0} for Gamma. Default \eqn{Beta(1,1)}
       |     ^
checkRd: (-1) sample_total_cm.Rd:13: Lost braces; missing escapes or markup?
    13 | \item{priors}{Optional list of priors {alpha0, beta0} for Beta,
       |                                       ^
checkRd: (-1) sample_total_cm.Rd:14: Lost braces; missing escapes or markup?
    14 | {k0, theta0} for Gamma Inverse Revenue, and {k01, theta01} for
       | ^
checkRd: (-1) sample_total_cm.Rd:14: Lost braces; missing escapes or markup?
    14 | {k0, theta0} for Gamma Inverse Revenue, and {k01, theta01} for
       |                                             ^
NOTE r-release-linux-x86_64

Rd files

checkRd: (-1) sample_cm_per_click.Rd:13: Lost braces; missing escapes or markup?
    13 | \item{priors}{Optional list of priors {alpha0, beta0} for Beta, {k0, theta0} for Gamma Inverse Revenue,
       |                                       ^
checkRd: (-1) sample_cm_per_click.Rd:13: Lost braces; missing escapes or markup?
    13 | \item{priors}{Optional list of priors {alpha0, beta0} for Beta, {k0, theta0} for Gamma Inverse Revenue,
       |                                                                 ^
checkRd: (-1) sample_cm_per_click.Rd:14: Lost braces; missing escapes or markup?
    14 | and {k01, theta01} for Gamma Cost (uses alternate priors so they can be different from Revenue).
       |     ^
checkRd: (-1) sample_cpa.Rd:13: Lost braces; missing escapes or markup?
    13 | \item{priors}{Optional list of priors {alpha0, beta0} for Beta and {k0, theta0}
       |                                       ^
checkRd: (-1) sample_cpa.Rd:13: Lost braces; missing escapes or markup?
    
...[truncated]...
{k0, theta0} for Gamma.
       |                                       ^
checkRd: (-1) sample_rev_per_session.Rd:13: Lost braces; missing escapes or markup?
    13 | \item{priors}{Optional list of priors {alpha0, beta0} for Beta
       |                                       ^
checkRd: (-1) sample_rev_per_session.Rd:14: Lost braces; missing escapes or markup?
    14 | and {k0, theta0} for Gamma. Default \eqn{Beta(1,1)}
       |     ^
checkRd: (-1) sample_total_cm.Rd:13: Lost braces; missing escapes or markup?
    13 | \item{priors}{Optional list of priors {alpha0, beta0} for Beta,
       |                                       ^
checkRd: (-1) sample_total_cm.Rd:14: Lost braces; missing escapes or markup?
    14 | {k0, theta0} for Gamma Inverse Revenue, and {k01, theta01} for
       | ^
checkRd: (-1) sample_total_cm.Rd:14: Lost braces; missing escapes or markup?
    14 | {k0, theta0} for Gamma Inverse Revenue, and {k01, theta01} for
       |                                             ^
NOTE r-release-macos-arm64

Rd files

checkRd: (-1) sample_cm_per_click.Rd:13: Lost braces; missing escapes or markup?
    13 | \item{priors}{Optional list of priors {alpha0, beta0} for Beta, {k0, theta0} for Gamma Inverse Revenue,
       |                                       ^
checkRd: (-1) sample_cm_per_click.Rd:13: Lost braces; missing escapes or markup?
    13 | \item{priors}{Optional list of priors {alpha0, beta0} for Beta, {k0, theta0} for Gamma Inverse Revenue,
       |                                                                 ^
checkRd: (-1) sample_cm_per_click.Rd:14: Lost braces; missing escapes or markup?
    14 | and {k01, theta01} for Gamma Cost (uses alternate priors so they can be different from Revenue).
       |     ^
checkRd: (-1) sample_cpa.Rd:13: Lost braces; missing escapes or markup?
    13 | \item{priors}{Optional list of priors {alpha0, beta0} for Beta and {k0, theta0}
       |                                       ^
checkRd: (-1) sample_cpa.Rd:13: Lost braces; missing escapes or markup?
    
...[truncated]...
{k0, theta0} for Gamma.
       |                                       ^
checkRd: (-1) sample_rev_per_session.Rd:13: Lost braces; missing escapes or markup?
    13 | \item{priors}{Optional list of priors {alpha0, beta0} for Beta
       |                                       ^
checkRd: (-1) sample_rev_per_session.Rd:14: Lost braces; missing escapes or markup?
    14 | and {k0, theta0} for Gamma. Default \eqn{Beta(1,1)}
       |     ^
checkRd: (-1) sample_total_cm.Rd:13: Lost braces; missing escapes or markup?
    13 | \item{priors}{Optional list of priors {alpha0, beta0} for Beta,
       |                                       ^
checkRd: (-1) sample_total_cm.Rd:14: Lost braces; missing escapes or markup?
    14 | {k0, theta0} for Gamma Inverse Revenue, and {k01, theta01} for
       | ^
checkRd: (-1) sample_total_cm.Rd:14: Lost braces; missing escapes or markup?
    14 | {k0, theta0} for Gamma Inverse Revenue, and {k01, theta01} for
       |                                             ^
NOTE r-release-macos-x86_64

Rd files

checkRd: (-1) sample_cm_per_click.Rd:13: Lost braces; missing escapes or markup?
    13 | \item{priors}{Optional list of priors {alpha0, beta0} for Beta, {k0, theta0} for Gamma Inverse Revenue,
       |                                       ^
checkRd: (-1) sample_cm_per_click.Rd:13: Lost braces; missing escapes or markup?
    13 | \item{priors}{Optional list of priors {alpha0, beta0} for Beta, {k0, theta0} for Gamma Inverse Revenue,
       |                                                                 ^
checkRd: (-1) sample_cm_per_click.Rd:14: Lost braces; missing escapes or markup?
    14 | and {k01, theta01} for Gamma Cost (uses alternate priors so they can be different from Revenue).
       |     ^
checkRd: (-1) sample_cpa.Rd:13: Lost braces; missing escapes or markup?
    13 | \item{priors}{Optional list of priors {alpha0, beta0} for Beta and {k0, theta0}
       |                                       ^
checkRd: (-1) sample_cpa.Rd:13: Lost braces; missing escapes or markup?
    
...[truncated]...
{k0, theta0} for Gamma.
       |                                       ^
checkRd: (-1) sample_rev_per_session.Rd:13: Lost braces; missing escapes or markup?
    13 | \item{priors}{Optional list of priors {alpha0, beta0} for Beta
       |                                       ^
checkRd: (-1) sample_rev_per_session.Rd:14: Lost braces; missing escapes or markup?
    14 | and {k0, theta0} for Gamma. Default \eqn{Beta(1,1)}
       |     ^
checkRd: (-1) sample_total_cm.Rd:13: Lost braces; missing escapes or markup?
    13 | \item{priors}{Optional list of priors {alpha0, beta0} for Beta,
       |                                       ^
checkRd: (-1) sample_total_cm.Rd:14: Lost braces; missing escapes or markup?
    14 | {k0, theta0} for Gamma Inverse Revenue, and {k01, theta01} for
       | ^
checkRd: (-1) sample_total_cm.Rd:14: Lost braces; missing escapes or markup?
    14 | {k0, theta0} for Gamma Inverse Revenue, and {k01, theta01} for
       |                                             ^
NOTE r-release-windows-x86_64

Rd files

checkRd: (-1) sample_cm_per_click.Rd:13: Lost braces; missing escapes or markup?
    13 | \item{priors}{Optional list of priors {alpha0, beta0} for Beta, {k0, theta0} for Gamma Inverse Revenue,
       |                                       ^
checkRd: (-1) sample_cm_per_click.Rd:13: Lost braces; missing escapes or markup?
    13 | \item{priors}{Optional list of priors {alpha0, beta0} for Beta, {k0, theta0} for Gamma Inverse Revenue,
       |                                                                 ^
checkRd: (-1) sample_cm_per_click.Rd:14: Lost braces; missing escapes or markup?
    14 | and {k01, theta01} for Gamma Cost (uses alternate priors so they can be different from Revenue).
       |     ^
checkRd: (-1) sample_cpa.Rd:13: Lost braces; missing escapes or markup?
    13 | \item{priors}{Optional list of priors {alpha0, beta0} for Beta and {k0, theta0}
       |                                       ^
checkRd: (-1) sample_cpa.Rd:13: Lost braces; missing escapes or markup?
    
...[truncated]...
{k0, theta0} for Gamma.
       |                                       ^
checkRd: (-1) sample_rev_per_session.Rd:13: Lost braces; missing escapes or markup?
    13 | \item{priors}{Optional list of priors {alpha0, beta0} for Beta
       |                                       ^
checkRd: (-1) sample_rev_per_session.Rd:14: Lost braces; missing escapes or markup?
    14 | and {k0, theta0} for Gamma. Default \eqn{Beta(1,1)}
       |     ^
checkRd: (-1) sample_total_cm.Rd:13: Lost braces; missing escapes or markup?
    13 | \item{priors}{Optional list of priors {alpha0, beta0} for Beta,
       |                                       ^
checkRd: (-1) sample_total_cm.Rd:14: Lost braces; missing escapes or markup?
    14 | {k0, theta0} for Gamma Inverse Revenue, and {k01, theta01} for
       | ^
checkRd: (-1) sample_total_cm.Rd:14: Lost braces; missing escapes or markup?
    14 | {k0, theta0} for Gamma Inverse Revenue, and {k01, theta01} for
       |                                             ^

Check History

NOTE 0 OK · 14 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Ryan Angi <angi.ryan@gmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Ryan",
                    family = "Angi",
                    role = c("aut", "cre"),
                    email = "angi.ryan@gmail.com")
as necessary.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Ryan Angi <angi.ryan@gmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Ryan",
                    family = "Angi",
                    role = c("aut", "cre"),
                    email = "angi.ryan@gmail.com")
as necessary.
NOTE r-devel-linux-x86_64-fedora-clang

Rd files

checkRd: (-1) sample_cm_per_click.Rd:13: Lost braces; missing escapes or markup?
    13 | \item{priors}{Optional list of priors {alpha0, beta0} for Beta, {k0, theta0} for Gamma Inverse Revenue,
       |                                       ^
checkRd
...[truncated]...
rse Revenue, and {k01, theta01} for
       | ^
checkRd: (-1) sample_total_cm.Rd:14: Lost braces; missing escapes or markup?
    14 | {k0, theta0} for Gamma Inverse Revenue, and {k01, theta01} for
       |                                             ^
NOTE r-devel-linux-x86_64-fedora-gcc

Rd files

checkRd: (-1) sample_cm_per_click.Rd:13: Lost braces; missing escapes or markup?
    13 | \item{priors}{Optional list of priors {alpha0, beta0} for Beta, {k0, theta0} for Gamma Inverse Revenue,
       |                                       ^
checkRd
...[truncated]...
rse Revenue, and {k01, theta01} for
       | ^
checkRd: (-1) sample_total_cm.Rd:14: Lost braces; missing escapes or markup?
    14 | {k0, theta0} for Gamma Inverse Revenue, and {k01, theta01} for
       |                                             ^
NOTE r-devel-macos-arm64

Rd files

checkRd: (-1) sample_cm_per_click.Rd:13: Lost braces; missing escapes or markup?
    13 | \item{priors}{Optional list of priors {alpha0, beta0} for Beta, {k0, theta0} for Gamma Inverse Revenue,
       |                                       ^
checkRd
...[truncated]...
rse Revenue, and {k01, theta01} for
       | ^
checkRd: (-1) sample_total_cm.Rd:14: Lost braces; missing escapes or markup?
    14 | {k0, theta0} for Gamma Inverse Revenue, and {k01, theta01} for
       |                                             ^
NOTE r-devel-windows-x86_64

Rd files

checkRd: (-1) sample_cm_per_click.Rd:13: Lost braces; missing escapes or markup?
    13 | \item{priors}{Optional list of priors {alpha0, beta0} for Beta, {k0, theta0} for Gamma Inverse Revenue,
       |                                       ^
checkRd
...[truncated]...
rse Revenue, and {k01, theta01} for
       | ^
checkRd: (-1) sample_total_cm.Rd:14: Lost braces; missing escapes or markup?
    14 | {k0, theta0} for Gamma Inverse Revenue, and {k01, theta01} for
       |                                             ^
NOTE r-patched-linux-x86_64

Rd files

checkRd: (-1) sample_cm_per_click.Rd:13: Lost braces; missing escapes or markup?
    13 | \item{priors}{Optional list of priors {alpha0, beta0} for Beta, {k0, theta0} for Gamma Inverse Revenue,
       |                                       ^
checkRd
...[truncated]...
rse Revenue, and {k01, theta01} for
       | ^
checkRd: (-1) sample_total_cm.Rd:14: Lost braces; missing escapes or markup?
    14 | {k0, theta0} for Gamma Inverse Revenue, and {k01, theta01} for
       |                                             ^
NOTE r-release-linux-x86_64

Rd files

checkRd: (-1) sample_cm_per_click.Rd:13: Lost braces; missing escapes or markup?
    13 | \item{priors}{Optional list of priors {alpha0, beta0} for Beta, {k0, theta0} for Gamma Inverse Revenue,
       |                                       ^
checkRd
...[truncated]...
rse Revenue, and {k01, theta01} for
       | ^
checkRd: (-1) sample_total_cm.Rd:14: Lost braces; missing escapes or markup?
    14 | {k0, theta0} for Gamma Inverse Revenue, and {k01, theta01} for
       |                                             ^
NOTE r-release-macos-arm64

Rd files

checkRd: (-1) sample_cm_per_click.Rd:13: Lost braces; missing escapes or markup?
    13 | \item{priors}{Optional list of priors {alpha0, beta0} for Beta, {k0, theta0} for Gamma Inverse Revenue,
       |                                       ^
checkRd
...[truncated]...
rse Revenue, and {k01, theta01} for
       | ^
checkRd: (-1) sample_total_cm.Rd:14: Lost braces; missing escapes or markup?
    14 | {k0, theta0} for Gamma Inverse Revenue, and {k01, theta01} for
       |                                             ^
NOTE r-release-macos-x86_64

Rd files

checkRd: (-1) sample_cm_per_click.Rd:13: Lost braces; missing escapes or markup?
    13 | \item{priors}{Optional list of priors {alpha0, beta0} for Beta, {k0, theta0} for Gamma Inverse Revenue,
       |                                       ^
checkRd
...[truncated]...
rse Revenue, and {k01, theta01} for
       | ^
checkRd: (-1) sample_total_cm.Rd:14: Lost braces; missing escapes or markup?
    14 | {k0, theta0} for Gamma Inverse Revenue, and {k01, theta01} for
       |                                             ^
NOTE r-release-windows-x86_64

Rd files

checkRd: (-1) sample_cm_per_click.Rd:13: Lost braces; missing escapes or markup?
    13 | \item{priors}{Optional list of priors {alpha0, beta0} for Beta, {k0, theta0} for Gamma Inverse Revenue,
       |                                       ^
checkRd
...[truncated]...
rse Revenue, and {k01, theta01} for
       | ^
checkRd: (-1) sample_total_cm.Rd:14: Lost braces; missing escapes or markup?
    14 | {k0, theta0} for Gamma Inverse Revenue, and {k01, theta01} for
       |                                             ^
NOTE r-oldrel-macos-arm64

Rd files

checkRd: (-1) sample_cm_per_click.Rd:13: Lost braces; missing escapes or markup?
    13 | \item{priors}{Optional list of priors {alpha0, beta0} for Beta, {k0, theta0} for Gamma Inverse Revenue,
       |                                       ^
checkRd
...[truncated]...
rse Revenue, and {k01, theta01} for
       | ^
checkRd: (-1) sample_total_cm.Rd:14: Lost braces; missing escapes or markup?
    14 | {k0, theta0} for Gamma Inverse Revenue, and {k01, theta01} for
       |                                             ^
NOTE r-oldrel-macos-x86_64

Rd files

checkRd: (-1) sample_cm_per_click.Rd:13: Lost braces; missing escapes or markup?
    13 | \item{priors}{Optional list of priors {alpha0, beta0} for Beta, {k0, theta0} for Gamma Inverse Revenue,
       |                                       ^
checkRd
...[truncated]...
rse Revenue, and {k01, theta01} for
       | ^
checkRd: (-1) sample_total_cm.Rd:14: Lost braces; missing escapes or markup?
    14 | {k0, theta0} for Gamma Inverse Revenue, and {k01, theta01} for
       |                                             ^
NOTE r-oldrel-windows-x86_64

Rd files

checkRd: (-1) sample_cm_per_click.Rd:13: Lost braces; missing escapes or markup?
    13 | \item{priors}{Optional list of priors {alpha0, beta0} for Beta, {k0, theta0} for Gamma Inverse Revenue,
       |                                       ^
checkRd
...[truncated]...
rse Revenue, and {k01, theta01} for
       | ^
checkRd: (-1) sample_total_cm.Rd:14: Lost braces; missing escapes or markup?
    14 | {k0, theta0} for Gamma Inverse Revenue, and {k01, theta01} for
       |                                             ^

Dependency Network

Dependencies Reverse dependencies purrr dplyr tidyr magrittr tibble rlang grizbayr

Version History

new 1.3.5 Mar 10, 2026
updated 1.3.5 ← 1.3.3 diff Oct 8, 2023
updated 1.3.3 ← 1.3.2 diff Dec 22, 2022
updated 1.3.2 ← 1.3.1 diff Aug 14, 2022
updated 1.3.1 ← 1.3.0 diff Nov 11, 2020
updated 1.3.0 ← 1.2.3 diff Aug 11, 2020
updated 1.2.3 ← 1.2.2 diff Jul 6, 2020
updated 1.2.2 ← 1.2.1 diff Jun 3, 2020
new 1.2.1 May 10, 2020