Last modified by kjaurane@helsinki_fi on 2024/03/27 10:02
Show last authors
1 = Event history analysis, spring 2010 =
2
3 === News ===
4
5 [[http:~~/~~/www.rni.helsinki.fi/~~~~kja/event2010/timescales_Discussion.ppt>>url:http://www.rni.helsinki.fi/~~kja/event2010/timescales_Discussion.ppt||shape="rect"]] Friday (April 16)
6
7 N.B. Lectures on Monday (April 12), Tuesday (April 13), Thursday (April 15) and Friday (April 16) will br from 8 to 10 a.m. The computer class on each of these day will follow from 10 a.m until noon. The schedule on Wednesday (April 14) is as before (lectures 9-11, computer class 11 - 1 p.m.).
8
9 [[Coursework 1>>url:http://www.rni.helsinki.fi/~~kja/event2010/coursework1.pdf||shape="rect"]]
10 [[Coursework 2>>url:http://www.rni.helsinki.fi/~~kja/event2010/coursework2.pdf||shape="rect"]]
11 [[Coursework 3>>url:http://www.rni.helsinki.fi/~~kja/event2010/Coursework3.pdf||shape="rect"]]
12
13 === Lecturers ===
14
15 [[Sangita Kulathinal>>doc:mathstatHenkilokunta.Kulathinal, Sangita]]
16 [[Kari Auranen>>doc:mathstatHenkilokunta.Auranen, Kari]]
17
18 === Scope ===
19
20 8 cu.
21
22 === Type ===
23
24 Advanced studies.
25
26 === Prerequisites ===
27
28 Basic probability calculus; Familiarity with statistical inference; Programming skills, in particular basic knowledge of R.
29
30 === Lectures ===
31
32 The lectures run from March 29 to April 10, with the Easter break in between. The lectures (9 a.m. - 11 a.m.) and computer classes (11 a.m. - 1 p.m.) will be given on each of the 10 lecturing days, except on Fridays on which there are only lectures.
33
34 * Monday (March 29): lecture (BK106) + computer class (C128)
35 * Tuesday (March 30): lecture (B322) + computer class (C128)
36 * Wednesday (March 31): lecture (C124) + computer class (C128)
37
38 * Easter holiday (no lectures): April 1-7
39
40 * Thursday (April 8): lecture (BK106) + computer class (C128)
41 * Friday (April 9): lecture (C123); no computer class
42
43 * Monday (April 12): lecture (BK106) + computer class (C128)
44 * Tuesday (April 13): lecture (B322) + computer class (C128)
45 * Wednesday (April 14): lecture (C124) + computer class (C128)
46 * Thursday (April 15): lecture (BK106) + computer class (C128)
47 * Friday (April 16): lectures (C123); no computer class
48
49 === Lecture summaries ===
50
51 [[1. Introduction to event history analysis >>url:http://www.rni.helsinki.fi/~~kja/event2010/day1-l1.pdf||shape="rect"]]Monday (March 29)
52
53 [[2. Non-parametric estimation of survival; Parametric models>>url:http://www.rni.helsinki.fi/~~kja/event2010/day2-l2.pdf||shape="rect"]] Tuesday (March 30)
54
55 [[3. Survival regression models >>url:http://www.rni.helsinki.fi/~~kja/event2010/day3-l3.pdf||shape="rect"]]Wednesday (March 31)
56
57 [[4. Exploratory data analysis and model checking>>url:http://www.rni.helsinki.fi/~~kja/event2010/day4-l4.pdf||shape="rect"]] (Thursday, April 7)
58
59 [[5. Event history likelihood>>url:http://www.rni.helsinki.fi/~~kja/event2010/day5-l5.pdf||shape="rect"]] (Friday, April 9 and Monday, April 12)
60
61 [[6. Counting process formulation>>url:http://www.rni.helsinki.fi/~~kja/event2010/lecture-countingprocesses.pdf||shape="rect"]] (Tuesday, April 13)
62
63 [[7. Bayes models>>url:http://www.rni.helsinki.fi/~~kja/event2010/lecture-bayes.pdf||shape="rect"]] (Wednesday, April 14)
64
65 [[8. Health-illness model. Stationarity >>url:http://www.rni.helsinki.fi/~~kja/event2010/lecture-specialtopics.pdf||shape="rect"]]Thursday (April 15)
66
67 === Practicals ===
68
69 [[1. Intro to R >>url:http://www.rni.helsinki.fi/~~kja/event2010/day1-p1-intro.pdf||shape="rect"]]Practical 1
70 [[http:~~/~~/www.rni.helsinki.fi/~~~~kja/event2010/answers1.r>>url:http://www.rni.helsinki.fi/~~kja/event2010/answers1.r||shape="rect"]] Answers to practical 1
71 [[2. Non-parametric analysis of survival >>url:http://www.rni.helsinki.fi/~~kja/event2010/day2-p2.pdf||shape="rect"]]Practical 2
72 [[http:~~/~~/www.rni.helsinki.fi/~~~~kja/event2010/answers2.pdf>>url:http://www.rni.helsinki.fi/~~kja/event2010/answers2.pdf||shape="rect"]] Answers to practical 2
73 [[3. Survival regression models>>url:http://www.rni.helsinki.fi/~~kja/event2010/day3-p3.pdf||shape="rect"]] Practical 3
74 [[melanoma.csv>>url:http://www.rni.helsinki.fi/~~kja/event2010/melanoma.csv||shape="rect"]]
75 [[http:~~/~~/www.rni.helsinki.fi/~~~~kja/event2010/answers3.r>>url:http://www.rni.helsinki.fi/~~kja/event2010/answers3.r||shape="rect"]] Answers to practical 3
76 [[4. Exploratory data analysis and model checking>>url:http://www.rni.helsinki.fi/~~kja/event2010/day4-p4.pdf||shape="rect"]] Practical 4
77 [[5. Preparing data for event history analysis>>url:http://www.rni.helsinki.fi/~~kja/event2010/day6-p5.pdf||shape="rect"]] Practical 5
78 [[http:~~/~~/www.rni.helsinki.fi/~~~~kja/event2010/answers5.r>>url:http://www.rni.helsinki.fi/~~kja/event2010/answers5.r||shape="rect"]] Answers to practical 5
79 [[6. Counting process formulation >>url:http://www.rni.helsinki.fi/~~kja/event2010/practical-countingprocesses.pdf||shape="rect"]]Tuesday (April 13)
80 [[7. Event history models>>url:http://www.rni.helsinki.fi/~~kja/event2010/practical-specialtopics.pdf||shape="rect"]] Thursday (April 15)
81
82 === Discussion articles ===
83
84 [[1.Multi-state models>>url:http://www.rni.helsinki.fi/~~kja/event2010/EventHistoryAnalysis.pdf||shape="rect"]]
85 [[2.Competing risks.pdf>>url:http://www.rni.helsinki.fi/~~kja/event2010/CompetingRisks.pdf||shape="rect"]]
86 [[3. Tutorial>>url:http://www.rni.helsinki.fi/~~kja/event2010/Tutorial.pdf||shape="rect"]]
87
88 === Courseworks ===
89
90 [[Coursework 1>>url:http://www.rni.helsinki.fi/~~kja/event2010/coursework1.pdf||shape="rect"]]
91 [[Coursework 2>>url:http://www.rni.helsinki.fi/~~kja/event2010/coursework2.pdf||shape="rect"]]
92 [[Coursework 3>>url:http://www.rni.helsinki.fi/~~kja/event2010/Coursework3.pdf||shape="rect"]]
93
94 === Data sets ===
95
96 [[diet.dat (coursework 1)>>url:http://www.rni.helsinki.fi/~~kja/event2010/diet.dat||shape="rect"]]
97 [[mouse.dat (coursewoek 2)>>url:http://www.rni.helsinki.fi/~~kja/event2010/mouse.dat||shape="rect"]]
98 [[smallpox.dat (coursework 3)>>url:http://www.rni.helsinki.fi/~~kja/event2010/smallpox.dat||shape="rect"]]
99 [[melanoma.csv>>url:http://www.rni.helsinki.fi/~~kja/event2010/melanoma.csv||shape="rect"]] (Practical 3)
100 [[dataRI.dat>>url:http://www.rni.helsinki.fi/~~kja/event2010/dataIR.dat||shape="rect"]] (Practical on counting processes)
101 [[dataSI.dat>>url:http://www.rni.helsinki.fi/~~kja/event2010/dataSI.dat||shape="rect"]] (Practical on counting processes)
102
103 === Bibliography ===
104
105 === Preliminary course contents ===
106
107 ~1. Monday (March 29) Introduction to survival and event history analysis. Practical I (Intro to R and basics to survival analysis in R).
108 2. Tuesday (March 30) Estimation of survival functions and the construction of likelihood functions. Parametric survival distributions. Practical II.
109 3. Wednesday (March 31) Parametric, semiparametric and nonparametric inference in survival models. Practical III.
110 4. Thursday (April 8) Model checking, stratified analysis. Practical IV.
111 5. Friday (April 9) Introduction to course works. Practical V.
112 6. Monday (April 12) Discussion article I (Choice of time scale,open and closed cohorts etc.).
113 Discussion article II (Competing risks).
114 7. Tuesday (April 13) Discussion article III (Event history analysis). More on event history models. Practical VI.
115 8. Wednesday (April 14) Counting process formulations. Practical VII.
116 9. Monday (April 15) Special topics (late entry, truncation, cross-sectional sampling etc.). Practical VIII.
117 10. Tuesday (April 16) Bayesian analysis of survival models. Practical IX.
118
119 === [[Registration>>url:https://oodi-www.it.helsinki.fi/hy/opintjakstied.jsp?html=1&Tunniste=57741||shape="rect"]] ===
120
121 Did you forget to register? [[What to do>>doc:mathstatOpiskelu.Kysymys4]].