Stat 313 - Lectures Notes

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Monday

Tuesday 

Wednesday

Thursday

Day 1: Variability (P.A) 

To Do:

  • Initial Course survey in Canvas
  • Introduction video in Canvas
  • Pre-course assessment
  • Read Preliminaries
  • Install software
Day 2:  Statistical models (P.B) (ppt)

To Do:
  • Finish reading Preliminaries
    • See also "practice questions for preliminaries" (Quizzes)
  • Read Section 1.1 ("Quiz" at start of class)
  • Start HW 1
Day 3: Sources of Variation (1.1)
To Do:
  • Read Section 1.2
  • Continue HW 1
Day 4: Quantifying sources of variation (1.2) To Do:
  • Finish HW 1 and submit in Canvas
    • Review: Interpreting the equation for a line
  • Read Section 1.3 for Quiz
Day 5: Statistical significance (1.3)

To Do:

Day 6: Other statistics (1.3 cont.)

To Do:

  • Read/Video Section 1.4
    • Section 1.4 Quiz  TBD
  • Cont. HW 2
  • Heads up: R/JMP/Rguroo on Thursday
Day 7: More than 2 means (1.4)

To Do:

  • Read/Video Section 1.5
  • Cont. HW 2
  • Optional: Simulating ANOVA tables applet
  • Heads up: R/JMP/Rguroo on Thursday
Day 8: Confidence intervals (1.5)

To Do:

  • HW 2 (see "fix" in b)
  • Read/Video Section 1.6  for quiz
Day 9: Types of Errors/Ch. 1 Recap

To Do:

  • Read/video Section 2.1
  • Review HW 2 sols
    • Share feedback files with partner
  • Start HW 3 
Day 10: Paired designs (2.1) (ppt)
  • Stopwatch
To Do:
  • Read/Video Section 2.2
  • Review Day 9 annotated handout
Day 11: Block designs (2.2)

  • Section 2.2 Quiz in Canvas
  • Handout (pdf) (ppt) (anno)

To Do:
  • Read/Video Section 2.3
Day 12: Observational data (2.3) (ppt)


To Do:
  • Review Ch. 1 and 2
  • Submit at least one question on the course material and at least one “example” exam question in Canvas discussion boards by 9am Monday
  • Submit HW 3
Day 13: Review (ppt)
Exam 1 (Ch. 1 & 2)
Day 14: Factorial designs (3.1)

To Do:
  • Read/Video Section 3.1, 3.2
  • Review project assignment
Day 15: Interactions (3.2) (ppt)

To Do:

  • Submit initial project proposal
  • Read/Video Section 3.2 for Monday quiz
Day 16: Statistical significance of interactions (3.3) 
To Do:

  • Submit initial project proposal (each person) in Canvas
  • Read/video Section 3.4
  • Review exam solutions in Canvas
Coming soon:
  • Project peer reviews (not your own)
  • HW 4 (Ch. 3)
Day 17: Interactions with observational studies (3.4) (ppt)

To Do:

  • Two peer reviews in Canvas (due Friday)
  • Read Exam 1 solutions
  • Read Chapter 3 summaries
  • Read/video Section 4.1
Day 18: Categorical vs. Quantitative explanatory variables (4.1)

To Do:

  • Two peer reviews in Canvas (due Friday)
  • Read/video Section 4.2 (preliminaries - equations of lines)
Day 19: Inference for regression (4.2)

To Do:

  • Due: Project peer reviews
  • HW 4
  • Continue 4.1/4.2 for Monday's quiz
Day 20: Two quantitative variables (cont.) (4.1, 4.2)
To Do:

  • Read/video Section 4.3

Day 21: Effect vs. Indicator coding (4.3) (ppt)

To Do:

  • Start HW 5 
  • Optional: Follow-up video from the past (8 min), two typos?
  • Read/video Section 4.4
Day 22: Interactions (4.4) 

To Do:

  • Read/video Section 4.5
Day 23: Multiple categories (4.5) (ppt)

To Do:

  • Submit HW 5 (due Mon evening)
  • Begin review for Exam 2
Day 24: More practice with adjusting (see also section 2.3)
To Do:

  • Submit HW 5
  • Exam 2 review
  • Email me your "informed consent" portion of your project if using humans!
Halloween fun facts!
Day 25: Case study (ppt)

To Do:

  • Submit at least one question on the course material and at least one “example” exam question in Canvas discussion board by 9am Wednesday

Day 26: Review (ppt)

Optional: Review session in Zoom Office Hours room, 7-8pm
Exam 2 (Ch. 3-4)
  •  Calculator
  • Two pages of notes

To Do:

  • Finish collecting project data 
Day 27: Response surfaces (5.1) 
To Do:

  • Start HW 6
  • Review Exam 2 solutions
  • Read/Video Sections 5.1 and  5.2

Day 28: Observational data (5.2) (ppt)
To Do:
  • Continue HW 6
  • Read/Video Section 5.3 
Day 29: Continued

To Do:
  • Continue HW 6
Day 30: Transformations/Polynomial models (5.3) (ppt)

To Do:
  • Continue HW 6 (due Monday night)
  • No Friday office hours this week. Sunday night?
Day 31: Catch up (Finish Ch. 5) (ppt)
  • Quick Demo
  • Review Lab 13
  • Submit Lab 14
  • Quiz (Ch. 5) in Canvas
  • Ask HW 6 questions
  • Optional: Practice problem
To Do:

Day 32: Logistic regression (6.2, 6.3) (ppt)

To Do:
  • Read/Video Section 6.3 (quiz)
Day 33: Logistic regression cont.
To Do:
Day 34: Fixed vs. random effects (ppt)
To Do:
  • Projects! (Submit update?)
  • Skim Ch. 7

Friday office hour on zoom at noon

Day 35: Case study (Ch. 7) (ppt)
To Do:
  • Prepare project presentations
    • Send access to visuals in advance
  • Cal Poly course evaluation form (Canvas)
  • BC course evaluation form
Day 36: PresentationsDay 37: PresentationsDay 38: Review (ppt)
To Do:
  • Submit final reports
  • Submit project evaluations
  • Submit course evaluations
  • Sunday (Chance Zoom Room) review sessions:
Office hours: 9-11am

Final exam - Section 1 (1:10-4pm)

Office hour: 12:30-1:30 pm

Review session (Chance Zoom Room) 7-9pm (recording)
Office hour: 12:30-1:30 pm

Final exam - Section 2 (4:10-7pm)