QUALYPSOSS.ANOVA.step2

SSANOVA decomposition of the ensemble of climate change responses using a Bayesian approach.
In this second step, we infer deltaRV (variance of the residual errors) and phi (autocorrelation lag-1)
considering hetero-autocorrelated residual errors, conditionally to smooth effects inferred in <code>QUALYPSOSS.ANOVA.step1</code>

These functions use smoothing-splines for the assessment of single-member ensembles of climate projections.
- Cheng, C.-I. and P. L. Speckman (2012) <doi:10.1016/j.csda.2012.05.020>.

Guillaume Evin

qualypsoss

Uncertainties of Climate Projections using Smoothing Splines

QUALYPSOSS.ANOVA.step2 function

<dl><dt>lOpt</dt>
<dd>list of options, returned by <code>QUALYPSOSS.check.option</code></dd>
<dt>lDim</dt>
<dd>list of dimensions</dd>
<dt>yMCMC</dt>
<dd>array <code>nMCMC</code> x <code>nFull</code> of climate change responses</dd>
<dt>gSum.step1</dt>
<dd>sum of smooth effect estimates provided by <code>QUALYPSOSS.ANOVA.step1</code></dd>
<dt>deltaRV.step1</dt>
<dd>residual variance estimate provided by <code>QUALYPSOSS.ANOVA.step1</code></dd></dl>

Arguments

Author

QUALYPSOSS.ANOVA.step2 — QUALYPSOSS.ANOVA.step2

<dl>

<dt>lOpt</dt>
<dd>list of options, returned by <code>QUALYPSOSS.check.option</code></dd>


<dt>lDim</dt>
<dd>list of dimensions</dd>


<dt>yMCMC</dt>
<dd>array <code>nMCMC</code> x <code>nFull</code> of climate change responses</dd>


<dt>gSum.step1</dt>
<dd>sum of smooth effect estimates provided by <code>QUALYPSOSS.ANOVA.step1</code></dd>


<dt>deltaRV.step1</dt>
<dd>residual variance estimate provided by <code>QUALYPSOSS.ANOVA.step1</code></dd>

</dl>

QUALYPSOSS.ANOVA.step2: QUALYPSOSS.ANOVA.step2

Description

Usage

Value

Arguments

Author