13:24Demo for Estimating Function-on-Function Linear Model
A 13-minute video from Fun Data Science: “Demo for Estimating Function-on-Function Linear Model”.
Fun Data Science
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13:24
27:21Demo for Estimating Scalar-on-Function Linear Model using R
A 27-minute video from Fun Data Science: “Demo for Estimating Scalar-on-Function Linear Model using R”.
9:29Demo for using PACE to do Functional Principal Component Analysis for sparse functional data
A 9-minute video from Fun Data Science: “Demo for using PACE to do Functional Principal Component Analysis for sparse functional data”.
23:25Demonstration to do functional principal component analysis using R
A 23-minute video from Fun Data Science: “Demonstration to do functional principal component analysis using R”.
1:15:31Flexible, Interpretable and Scalable Analysis for Functional Data
A 76-minute video from Fun Data Science: “Flexible, Interpretable and Scalable Analysis for Functional Data”.
42:33Functional Neural Networks
A 43-minute video from Fun Data Science: “Functional Neural Networks”.
18:15Functional Principal Component Analysis for Sparse Functional Data using PACE
A 18-minute video from Fun Data Science: “Functional Principal Component Analysis for Sparse Functional Data using PACE”.
17:29Functional Principal Component Analysis for Sparse Functional Data using SOAP
A 17-minute video from Fun Data Science: “Functional Principal Component Analysis for Sparse Functional Data using SOAP”.
33:24Functional single index models
A 33-minute video from Fun Data Science: “Functional single index models”.
25:43Introduction for Functional Data Analysis
A 26-minute video from Fun Data Science: “Introduction for Functional Data Analysis”.
21:42Introduction of Function-on-Function Linear Models
A 22-minute video from Fun Data Science: “Introduction of Function-on-Function Linear Models”.
17:47Introduction of Function-on-Scalar Linear Model
A 18-minute video from Fun Data Science: “Introduction of Function-on-Scalar Linear Model”.
42:27Introduction on Functional Principal Component Analysis - Part 1
A 42-minute video from Fun Data Science: “Introduction on Functional Principal Component Analysis - Part 1”.
40:19Introduction on Functional Principal Component Analysis - Part 2
A 40-minute video from Fun Data Science: “Introduction on Functional Principal Component Analysis - Part 2”.
26:07Lectue 7: R demonstration for Estimating Constrained Functions
A 26-minute video from Fun Data Science: “Lectue 7: R demonstration for Estimating Constrained Functions”.
13:09Lecture 10: Functional Principal Component Analysis - Part 3
A 13-minute video from Fun Data Science: “Lecture 10: Functional Principal Component Analysis - Part 3”.
24:43Lecture 11: R demonstration for Functional Principal Component Analysis
A 25-minute video from Fun Data Science: “Lecture 11: R demonstration for Functional Principal Component Analysis”.
45:47Lecture 12: Smoothed FPCA and Multivariate FPCA
A 46-minute video from Fun Data Science: “Lecture 12: Smoothed FPCA and Multivariate FPCA”.
27:37Lecture 13: R demonstration for Smoothed Functional Principal Component Analysis
A 28-minute video from Fun Data Science: “Lecture 13: R demonstration for Smoothed Functional Principal Component Analysis”.
25:46Lecture 14: Functional Linear Models
A 26-minute video from Fun Data Science: “Lecture 14: Functional Linear Models”.
32:41Lecture 15: R demonstrations for Estimating Functional Linear Models
A 33-minute video from Fun Data Science: “Lecture 15: R demonstrations for Estimating Functional Linear Models”.
37:35Lecture 16: Function to Scalar Linear Models
A 38-minute video from Fun Data Science: “Lecture 16: Function to Scalar Linear Models”.
5:15Lecture 17: Function to Scalar Linear Models - Part 2
A 5-minute video from Fun Data Science: “Lecture 17: Function to Scalar Linear Models - Part 2”.
13:53Lecture 18: R Demonstration for Estimating Function to Scalar Linear Models
A 14-minute video from Fun Data Science: “Lecture 18: R Demonstration for Estimating Function to Scalar Linear Models”.
29:24Lecture 19: Function to Function Linear Models
A 29-minute video from Fun Data Science: “Lecture 19: Function to Function Linear Models”.
23:25Lecture 1: Nonparametric Regression
A 23-minute video from Fun Data Science: “Lecture 1: Nonparametric Regression”.
18:22Lecture 20: Function to Function Linear Models - Part 2
A 18-minute video from Fun Data Science: “Lecture 20: Function to Function Linear Models - Part 2”.
18:09Lecture 21: R Demonstration for Estimating Concurrent Linear Models
A 18-minute video from Fun Data Science: “Lecture 21: R Demonstration for Estimating Concurrent Linear Models”.
17:52Lecture 22: R Demonstration for Estimating Function to Functional Linear Models
A 18-minute video from Fun Data Science: “Lecture 22: R Demonstration for Estimating Function to Functional Linear Models”.
39:07Lecture 23: Estimating Parameters in Ordinary Differential Equations - Part 1
A 39-minute video from Fun Data Science: “Lecture 23: Estimating Parameters in Ordinary Differential Equations - Part 1”.
33:09Lecture 24: Estimating Parameters in Ordinary Differential Equations - Part 2
A 33-minute video from Fun Data Science: “Lecture 24: Estimating Parameters in Ordinary Differential Equations - Part 2”.
28:03Lecture 25: Estimating Parameters in Ordinary Differential Equations - Part 3
A 28-minute video from Fun Data Science: “Lecture 25: Estimating Parameters in Ordinary Differential Equations - Part 3”.
18:39Lecture 26: Matlab Demonstration for Estimating Parameters in ordinary differential equations
A 19-minute video from Fun Data Science: “Lecture 26: Matlab Demonstration for Estimating Parameters in ordinary differential equations”.
21:38Lecture 2: Nonparametric Regression
A 22-minute video from Fun Data Science: “Lecture 2: Nonparametric Regression”.
28:31Lecture 3: Nonparametric Regression
A 29-minute video from Fun Data Science: “Lecture 3: Nonparametric Regression”.
34:27Lecture 4: Smoothing Splines
A 34-minute video from Fun Data Science: “Lecture 4: Smoothing Splines”.