bspline_series-class

bspline_series

A s4 class that represents
the summation \(\sum_{i=0}^{k}b_i B_{i,p}(x)\) by a bspline_basis object
and coefficients \(b_i\) (\(i = 0,\dots,k\)).

Solve scalar-on-function linear models,
including generalized linear mixed effect model and quantile linear regression model,
and bias correction estimation methods due to measurement error.
Details about the measurement error bias correction methods, see
Luan et al. (2023) <doi:10.48550/arXiv.2305.12624>,
Tekwe et al. (2022) <doi:10.1093/biostatistics/kxac017>,
Zhang et al. (2023) <doi:10.5705/ss.202021.0246>,
Tekwe et al. (2019) <doi:10.1002/sim.8179>.

Heyang Ji

MECfda

Scalar-on-Function Regression with Measurement Error Correction

Ufuk Beyaztas

Nicolas Escobar-Velasquez

Yuanyuan Luan

Xiwei Chen

Mengli Zhang

Roger Zoh

Lan Xue

Carmen Tekwe

bspline_series-class function

<dl>
<dt><code>coef</code></dt>
<dd>coefficients of the b-splines, \(b_i\) (\(i = 0,\dots,k\)).</dd></dl>
<dt><code>bspline_basis</code></dt>
<dd>a <code>bspline_basis</code> object,
represents the b-splines basis used, \(\{B_{i,p}(x)\}_{i=-p}^{k}\).</dd>

Slots

Author

b-splines summation series. — bspline_series-class

<dl>
<dt><code>coef</code></dt>
<dd>coefficients of the b-splines, \(b_i\) (\(i = 0,\dots,k\)).</dd>


<dt><code>bspline_basis</code></dt>
<dd>a <code>bspline_basis</code> object,
represents the b-splines basis used, \(\{B_{i,p}(x)\}_{i=-p}^{k}\).</dd>


</dl>

b-splines summation series.

bspline_series-class: b-splines summation series.

Description

Arguments

Slots

Author

Examples