boot_f_brnn

Generate R bootstrap replicates of a brnn function applied to data. Function is based on boot() from
boot R package

internal

Provides novel dendroclimatological methods, primarily used by the
Tree-ring research community. There are four core functions. The first one is
daily_response(), which finds the optimal sequence of days that are related
to one or more tree-ring proxy records. Similar function is daily_response_seascorr(),
which implements partial correlations in the analysis of daily response functions.
For the enthusiast of monthly data, there is monthly_response() function.
The last core function is compare_methods(), which effectively compares several
linear and nonlinear regression algorithms on the task of climate reconstruction.

Jernej Jevsenak

dendroTools

Linear and Nonlinear Methods for Analyzing Daily and Monthly
Dendroclimatological Data

boot_f_brnn function

<dl><dt>data</dt>
<dd>data frame with variables for model fitting</dd>
<dt>index</dt>
<dd>indices to be used for calculation</dd>
<dt>brnn.formula</dt>
<dd>object of class formula to be passed into brnn function</dd></dl>

Arguments

boot_f_brnn — boot_f_brnn

<dl>

<dt>data</dt>
<dd>data frame with variables for model fitting</dd>


<dt>index</dt>
<dd>indices to be used for calculation</dd>


<dt>brnn.formula</dt>
<dd>object of class formula to be passed into brnn function</dd>

</dl>

State of Data and AI Literacy Report 2025

boot_f_brnn: boot_f_brnn

Description

Usage

Value

Arguments

References