BIM 105 Fall 2015
Probability and Statistics for Biomedical Engineers
TA: |
Andrew Farris (affarris@ucdavis.edu). |
Reader: |
Ketki Raje (kvraje@ucdavis.edu). |
Announcements
Notes on the Final Exam
• The final exam will be given on Thursday, December 10, 10:30–12:30 in Olson 6
• The format will be similar to that of the midterm exam
• You may bring one 8.5 by 11 sheet of paper with notes on one or both sides
• You will need a scientific calculator
• Please bring one or more writing instruments
• I will not have calculators or pencils for you to borrow
• Exam questions may cover anything we have done in the course, but with emphasis on material in the latter half
• Specifically, most of the questions will be from Chapters 5–8 in the text, Lectures 7–15, Homeworks 4–7
• There will be office hours 1–3 on Tuesday and Wednesday, December 8 and 9 or by appointment any day except 12/7
• Though, obviously, material from earlier in the course is often needed to answer a question from later in the course
• The Thursday, December 3 class will be in part a final exam Q&A session, so bring questions
• Also on 12/3 we will go over the solutions to the homework that is due that day.
Readings
Statistics for Engineers and Scientists. 4th Edition
William Navidi, McGraw Hill 2010
(ebook)
September 24, 2015,
Sections 1.1 and 1.2
LearnSmart due 9/29/15 before class
September 29, 2015,
Section 1.3
LearnSmart due 9/29/15 before class
October 6, 2015,
Sections 2.1–2.3
LearnSmart due 10/6/15 before class
October 13, 2015,
Sections 2.4 and 2.5
LearnSmart due 10/13/15 before class
October 15, 2015,
Sections 4.1–4.3
LearnSmart due 10/15/15 before class
October 20, 2015,
Sections 4.5–4.7, 4.9–4.11
LearnSmart due 10/20/15 before class
October 22, 2015,
Sections 5.1–5.3
LearnSmart due 10/22/15 before class
October 27, 2015,
Sections 5.4–5.7
LearnSmart due 10/27/15 before class
October 29, 2015,
Sections 6.1–6.4, 6.10, 6.12, 6.13
LearnSmart due 10/29/15 before class
November 3, 2015,
Sections 6.10, 6.12, 6.13
November 5, 2015,
Sections 6.5–6.8
LearnSmart due 11/5/15 before class
November 10, 2015,
Sections 7.1–7.2
LearnSmart due 11/10/15 before class
Novenber 12
Midterm Exam
November 17, 2015,
Sections 7.3–7.4
LearnSmart due 11/17/15 before class
(OK if you did not do this one)
November 19, 2015,
Sections 8.1–8.2
LearnSmart due 11/19/15 before class
November 24, 2015,
Section 8.3
LearnSmart due 11/24/15 before class
Lectures
Lecture 1—Course Introduction, Summaries of Data
September 24, 2015
Lecture 2—Graphical Summaries, Samples, Populations, and Experiments
September 29, 2015
Lecture 3—Probability
October 6, 2015
Lecture 4—Random Variables
October 13, 2015
Lecture 5—Commonly Used Discrete Random Variables
October 15, 2015
Lecture 6—Commonly Used Continuous Distributions, The Central Limit Theorem, Probablility Plots
October 20, 2015
Lecture 7—Large Sample and Small Sample Confidence Intervals for Means and Proportions
October 22, 2015
Lecture 8—Large Sample and Small Sample Confidence Intervals for Differences of Means and Proportions
October 27, 2015
Lecture 9a—Hypothesis Tests for Means and Proportions
October 29, 2015
Lecture 9b—Hypothesis Tests for Categorical Data, Power, Sample Size
November 3, 2015
Lecture 10—Hypothesis Tests for Differences of Means and Proportions
Lecture 11—Correlation
November 5, 2015
Lecture 12—The Least Squares Line
November 10, 2015
Midterm Solutions
Lecture 13—Uncertainty in Coefficients and Predictions
November 17, 2015
Lecture 14—Assumptions, Multiple Regression
November 19, 2015
Lecture 15—Model Selection, Factorial Models
November 24, 2015
Lecture 16—Factorial Models, Experimental Design
December 1, 2015
Solutions to Homework 7
December 3, 2015
Homework Assignments
No late homework will be accepted.
LearnSmart: must be done before class.
Connect Assignments: must be done before class on the due date.
Written Assignments: must be handed in by the end of class on the due date.
LearnSmart due 9/29/15
Homework Assignment 1, Part 1 via Connect due before class 10/6/15
Homework Assignment 1, Part 2 due in class 10/6/15
Wright data set
HW1-1.csv
LearnSmart due 10/6/15 and 10/13/15
Homework Assignment 2, Part 2 via Connect due before class 10/15/15
Homework Assignment 2, Part 2 due in class 10/15/15
LearnSmart due 10/15/15
Homework Assignment 3, Part 1 via Connect due before class 10/22/15
Homework Assignment 3, Part 2 due in class 10/22/15
LearnSmart due 10/20/15 and 10/22/15
Homework Assignment 4, Part 1 via Connect due before class 10/29/15
Homework Assignment 4, Part 2 due in class 10/29/15
malaria.csv
Natoli et al. 2009
LearnSmart due 10/27/15 and 10/29/15
Homework Assignment 5, Part 1 via Connect due before class 11/5/15
Homework Assignment 5, Part 2 due in class 11/5/15
LearnSmart due 11/10/15
Homework Assignment 6, Part 1 via Connect due before class 11/19/15
Homework Assignment 6, Part 2 due in class 11/19/15
LearnSmart due 11/17/15, 11/19/15, and 11/24/15
Homework Assignment 7, Part 1 via Connect due before class 12/3/15
Homework Assignment 7, Part 2 due in class 12/3/15
HW7-2.csv
HW7-3.csv
HW7-5.csv
HW7-6.csv
HW7-7.csv
HW7-8.csv
Notes on the Midterm Exam
• The midterm exam will be given on Thursday, November 12 in class, 12:10–1:30
• You may bring one 8.5 by 11 sheet of paper with notes on one or both sides
• You will need a scientific calculator
• Please bring one or more writing instruments
• I will not have calculators or pencils for you to borrow
• The material covered will be Chapters 1–6 (through 6.4), Lectures 1–9 (through slide 20), Homeworks 1–5
• There will be no office hours on Wednesday, November 11 since it is a University Holiday
• There will be extended office hours on Tuesday, November 10
• The Tuesday, November 10 class will be in part a midterm Q&A session, so bring questions