Textbook‎ > ‎

L08: Density

Lecture 8: Kernel Density Estimates for Data

Density Estimates are improvements over Histograms (studied in Lecture 7). This lecture deals with explaining what these are, how they are constructed, and how they can be interpreted.
Here
Here we provide stepwise guide to learning this material
  1. First watch Introductory Lecture and Motivation: 
  2. Next, read the lecture notes Lec08 Density
  3. Next watch the Full Lecture.
  4. Login to Quizstar and take the L08 Comp Quiz 
  5. Do the Do It yourself Computer Lab08 Density
  6. Login to Quizstar and take L08 Calculations Quiz (if it exists).


SelectionFile type iconFile nameDescriptionSizeRevisionTimeUser
ċ

View
Introduction to topic and motivation  Dec 9, 2015, 4:58 AM Asad Zaman
ċ

View
Full Lecture on Kernel Densities  Dec 9, 2015, 5:00 AM Asad Zaman
ċ

View
Gives the simpler version of Kernel Density Estimation lecture  Feb 24, 2016, 1:02 AM Asad Zaman
ċ

View
Both simple & complex are YOUTUBE equivalents of lectures on my website  Feb 24, 2016, 1:04 AM Asad Zaman
ĉ
View Download
Lab exercises for Lecture 8, teaches how to make a density estimate in EXCEL  83k v. 2 Apr 8, 2014, 8:54 PM Asad Zaman
ĉ
View Download
Lecture 8: Density  1082k v. 1 Sep 29, 2015, 1:56 PM Asad Zaman
Ĉ
View Download
data used in lecture and slides.   534k v. 2 Apr 8, 2014, 8:56 PM Asad Zaman
Ĉ
View Download
Data for the lab, with calculations and graphs.  58k v. 1 Apr 8, 2014, 8:55 PM Asad Zaman
Ĉ
View Download
raw data with no calculations or graphs.  11k v. 1 Apr 8, 2014, 8:55 PM Asad Zaman
Comments