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Step 5: Analysis of Causal Diary Farrokh Alemi Ph.D. This research was funded by Grant RO1 HL 084767 from the National Heart Blood and Lung Institute.

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Presentation on theme: "Step 5: Analysis of Causal Diary Farrokh Alemi Ph.D. This research was funded by Grant RO1 HL 084767 from the National Heart Blood and Lung Institute."— Presentation transcript:

1 Step 5: Analysis of Causal Diary Farrokh Alemi Ph.D. This research was funded by Grant RO1 HL 084767 from the National Heart Blood and Lung Institute.

2 Step 5: Analysis of Causal Diaries Continues from a previous section

3 Clean Data

4

5 Get More Data

6 Maximum Impact of a Cause

7 Making a Cause Unconstrained Day 3

8 Making a Cause Unconstrained

9 Day 14

10 Making a Cause Unconstrained Day 14

11 Reducing Universe of Possibilities

12 Maximum Impact of a Cause

13 Minimum Impact of a Cause

14 DayRain Plan to commute with bike Plan to shower at gymSleep early Exercise pattern kept 111000 200111 300110 401101 511101 611000 700000 800101 900000 1011011 1100000 1200101 1310101 1401001 1=Yes, 0=No Example

15 Unconstrained Causes Day Plan to commute with bike Plan to shower at gymSleep early Exercise pattern kept 10000 20111 30110 41101 50101 60000 70000 80101 90000 100011 110000 120101 130101 141001 1=Yes, 0=No

16 Maximum Impact of Planning to Bike to Work Day Plan to commute with bike Plan to shower at gymSleep early Exercise pattern kept 41101 141001

17 Minimum Impact of Planning to Bike to Work Day Plan to commute with bike Plan to shower at gymSleep early Exercise pattern kept 4 141001

18 Impact of Various Causes Probability of Success Given the Cause MinimumMaximum Plan to commute with bike 11 Plan to shower at gym 0.800.86 Sleep early 0.500.67

19 Lecture Continues Step 6: Taking Action


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