Step 5: Analysis of Step 5: Analysis of Causal Diary Causal Diary Farrokh Alemi Ph.D. Farrokh Alemi Ph.D. This research was funded by Grant RO1 HL 084767 from the National Heart Blood and Lung Institute.
Jan 07, 2016
Step 5: Analysis of Step 5: Analysis of Causal DiaryCausal Diary
Step 5: Analysis of Step 5: Analysis of Causal DiaryCausal Diary
Farrokh Alemi Ph.D.Farrokh Alemi Ph.D.
This research was funded by Grant RO1 HL 084767 from the National Heart Blood and Lung
Institute.
Step 5: Analysis of Step 5: Analysis of Causal DiariesCausal Diaries
Step 5: Analysis of Step 5: Analysis of Causal DiariesCausal Diaries
Continues from a previous Continues from a previous section section
Clean Data
Clean Data
Get More Data
Maximum Impact of a Cause
Making a Cause Unconstrained
Day 3
Making a Cause Unconstrained
Making a Cause Unconstrained
Day 14
Making a Cause Unconstrained
Day 14
Reducing Universe of Possibilities
Maximum Impact of a Cause
Minimum Impact of a Cause
Day Rain
Plan to commute with
bikePlan to
shower at gym Sleep earlyExercise
pattern kept1 1 1 0 0 02 0 0 1 1 13 0 0 1 1 04 0 1 1 0 15 1 1 1 0 16 1 1 0 0 07 0 0 0 0 08 0 0 1 0 19 0 0 0 0 0
10 1 1 0 1 111 0 0 0 0 012 0 0 1 0 113 1 0 1 0 114 0 1 0 0 1
1=Yes, 0=No
Example
Unconstrained CausesDay
Plan to commute with bike
Plan to shower at gym Sleep early
Exercise pattern kept
1 0 0 0 02 0 1 1 13 0 1 1 04 1 1 0 15 0 1 0 16 0 0 0 07 0 0 0 08 0 1 0 19 0 0 0 0
10 0 0 1 111 0 0 0 012 0 1 0 113 0 1 0 114 1 0 0 1
1=Yes, 0=No
Maximum Impact of Planning to Bike to
Work
DayPlan to commute
with bikePlan to shower
at gym Sleep earlyExercise
pattern kept4 1 1 0 1
14 1 0 0 1
Minimum Impact of Planning to Bike to
Work
DayPlan to commute
with bikePlan to shower
at gym Sleep earlyExercise
pattern kept4
14 1 0 0 1
Impact of Various Causes
Probability of Success Given the CauseMinimum Maximum
Plan to commute with bike 1 1
Plan to shower at gym 0.80 0.86
Sleep early 0.50 0.67
Lecture ContinuesLecture ContinuesLecture ContinuesLecture Continues
Step 6: Taking ActionStep 6: Taking Action