shortcourse_fpca.Rmd

---
title: "Functional PCA"
output:
  html_document: 
    code_folding: hide
    toc: true
    toc_float: true
---

```{r, echo = FALSE}
knitr::opts_chunk$set(
  collapse = TRUE
)
```

This page contains a combination of traditional lecture materials (slides) and code demonstrating the relevant methods. The short course will proceed by working through both. We will use several recent packages in our examples; see the [About](./About.html) page for information about the package versions.

```{r setup}
library(tidyverse)
library(grpreg)
library(splines)
library(refund)
library(refund.shiny)
```

In this section we'll use the [NHANES dataset](./Data.html) to ...

## Functional Principal Components Analysis

Slides below introduce scalar-on-function regression.

PLACEHOLDER FOR SPEAKERDECK SLIDES

## Practical example

PLACEHOLDER FOR CODE