bangkok

Annual maximum daily rainfall data from Bangkok, Thailand.
This dataset is used for demonstrating model averaging methods
for high quantile estimation in extreme value analysis.

datasets

Provides generalized L-moments estimation methods for the
generalized extreme value ('GEV') distribution. Implements both stationary
'GEV' and non-stationary 'GEV11' models where location and scale parameters
vary with time. Includes various penalty functions ('Martins'-'Stedinger',
Park, Cannon, 'Coles'-Dixon) for shape parameter regularization.
Also provides model averaging estimation ('ma.gev') that combines MLE and
L-moment methods with multiple weighting schemes for robust high quantile
estimation. The 'GLME' methodology is described in Shin et al. (2025a)
<doi:10.48550/arXiv.2512.20385>. The non-stationary L-moment method
is based on Shin et al. (2025b) <doi:10.1007/s42952-025-00325-3>.
The model averaging method is described in Shin et al. (2026)
<doi:10.1007/s00477-025-03167-x>.
See also 'Hosking' (1990) <doi:10.1111/j.2517-6161.1990.tb01775.x> for
L-moments theory and 'Martins' and 'Stedinger' (2000)
<doi:10.1029/1999WR900330> for penalized likelihood methods.

Yonggwan Shin

GLmom

Generalized L-Moments Estimation for Extreme Value Distributions

Seokkap Ko

Jihong Park

Yire Shin

Jeong-Soo Park

bangkok function

A data frame with 58 rows and 5 columns:<dl>
 <dt>X1</dt>
<dd>Annual maximum daily rainfall in mm (numeric)</dd> <dt>X2</dt>
<dd>2nd largest annual daily rainfall in mm (numeric)</dd> <dt>X3</dt>
<dd>3rd largest annual daily rainfall in mm (numeric)</dd> <dt>X4</dt>
<dd>4th largest annual daily rainfall in mm (numeric)</dd> <dt>X5</dt>
<dd>5th largest annual daily rainfall in mm (numeric)</dd>
</dl>

Format

Bangkok Maximum Rainfall Data — bangkok

A data frame with 58 rows and 5 columns:<dl>
 <dt>X1</dt>
<dd>Annual maximum daily rainfall in mm (numeric)</dd>

 <dt>X2</dt>
<dd>2nd largest annual daily rainfall in mm (numeric)</dd>

 <dt>X3</dt>
<dd>3rd largest annual daily rainfall in mm (numeric)</dd>

 <dt>X4</dt>
<dd>4th largest annual daily rainfall in mm (numeric)</dd>

 <dt>X5</dt>
<dd>5th largest annual daily rainfall in mm (numeric)</dd>


</dl>

bangkok: Bangkok Maximum Rainfall Data

Description

Usage

Arguments

Format

References

Examples