CMIST Sho t Cou ses -

Transcription

CMIST Sho t Cou ses
-
.
@
ist ou ses
ist. a heste .a .uk/stud /sho t
CMIST Cou ses
CMIST Cou ses
Ou sho t ou se t ai i g i
esea h
ethods a d ua itai e data
a al sis is ai ed at post-g aduate
stude ts, a ade i s a d applied
esea he s i the pu li a d p i ate
se to s.
We u i t odu to , i te
ediate
a d ad a ed ou ses o all aspe ts
of the esea h p o ess, i ludi g
esea h desig , data olle io a d data a al sis. We also p o ide i -house ou ses a d
o kshops fo lo al autho iies a d othe o ga isaio s.
All ou ses a e de eloped a d deli e ed
staf ho a e e pe ts i thei ields. Cou se
leade s a d tea hi g assista ts a e o ha d to e su e a f ie dl a d suppo i e lea i g
e io
e t.
Most ou ses a e o e da i du aio ,
although a u
e u o e t oo
th ee da s. Cou ses a e desig ed to
e f ee-sta di g, though
a
uild
togethe to p o ide lea i g path a s
fo
asi to a
o e ad a ed le el.
Ou ou ses i lude a o
i aio of le tu es a d/o de o st aio s, suppo ted
a
su sta ial p a i al o po e t, to e su e pa i ipa ts gai ha ds-o e pe ie e i the
appli aio of the
ethods ei g taught.
To ook ou pla e, please isit:
. ist. a heste .a .uk/stud /sho t
t ite . o /
ist ou ses
Fa e ook. o /
ist ou ses
Li kedI . o /i /
CMISTCou ses/ ist ou ses
COURSES: QUICK GUIDE
COURSE TITLE
LEVEL
DATE
I t odu io to R
I t odu to
O to e
Muliple Li ea Reg essio
I t odu to
O to e
Logisi Reg essio
I t odu to
O to e
I t odu io to Staisi s
I t odu to
O t
/
Fe
P a i al Skills fo Data A al sts
I t odu to
No
/
Fe
E el fo Data A al sis
I te
ediate
No
/
Ma
Late t Fa to A al sis
I te
ediate
No e
e
So ial Media Data A al sis
I t odu to
De e
e
Lo gitudi al St u tu al E uaio Modelli g
Ad a ed
De e
e
Muile el Modelli g
I te
De e
e
I t odu io to Se ue e A al sis
I t odu to
Ja ua
I t odu io to STATA
I t odu to
Ja /
Measu e e t ith the Ras h Model
I t odu to
-
Fuzz Set a d QCA A al sis
I te
Fe ua
ediate
ediate
Ap
Ja ua
NVIVO fo Qualitai e Data a d Co pus A al sis I t odu to
Fe ua
St u tu al E uaio Modelli g usi g Mplus
I te
-
I t odu io to Cluste A al sis
I t odu to
Ma h
I t odu io to Data A al sis
I t odu to
Ma /
Ju
I t odu to
Ma /
Ju
Ba esia A al sis usi g Wi BUGS / Ope BUGS
I te
-
I t odu io to Lo gitudi al Data A al sis
I t odu to
Ap il
Lo gitudi al Data A al sis
I te
Ap il
I t odu io to E pe i e tal Desig
I t odu to
ediate
ediate
ediate
Fe ua
Ap il
Ju e
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t
CMIST Sho t Cou ses P ese ts:
I t odu io to R
COURSE OUTLINE
O to e
This o e da ou se ai s to p o ide a asi i t odu io to ‘ a d ‘Studio fo those ith o
p e ious e pe ie e ith this staisi al p og a
i g la guage. We ill dis uss so e of
the oi aio s to use ‘ i stead of othe appli aio s a d ill p o ide a p a i al
i t odu io to the asi g a
a of ‘ la guage. Spe ii all , e ill o e ho to eate
a d i po t data i to ‘ a d ill p o ide a o e ie of the ggplot pa kage fo data
isualisaio . We ill also i t odu e the
a kdo
la guage to ge e ate full
ep odu i le epo ts a d a al sis. The ou se ill also p o ide i fo aio o ooks a d
othe a ious esou es he e ou ould o i ue ou ‘ t ai i g.
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ist ou ses
Li kedI . o /i /
Muliple Li ea Reg essio
COURSE OUTLINE
O to e
This ou se
eg essio i
a ia les, i
p a i al o
p o ides a tho ough g ou di g i the theo a d ethods of uliple li ea
ludi g: odel sele io , o li ea elaio ships a d t a sfo aio s, du
te a io te s a d assu pio tesi g. The ou se o p ises taught a d
po e ts i a out e ual p opo io s.
The ou se is desig ed fo use s of su e data ith so e e pe ie e of data a al sis a d
ho a e o fo ta le usi g SPSS a d ho a t to e pa d thei u de sta di g of o e
sophisi ated te h i ues.
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ist ou ses
Fa e ook. o /
ist ou ses
Li kedI . o /i /
Logisi Reg essio
COURSE OUTLINE
O to e
This ou se e a i es the ii g of odels to p edi t a i a
i tu e of i a a d i te al e pla ato a ia les.
espo se a ia le f o
a
The app oa h is illust ated usi g e a ples f o a so ial s ie e pe spe i e, i ludi g
ases he e logisi eg essio
odels a e used as a ea s of a al si g ta ula data
he e o e of the di e sio s of the ta le is a t o- atego out o e a ia le.
You ill also lea
ho to it a logisi eg essio
The ou se uses SPSS as the plafo
odel, a d ho to i te p et the esults.
fo a al sis.
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I t odu io to Staisi s
COURSE OUTLINE
O to e
/ Fe ua
The ai s of the ou se a e to fa ilia ise pa i ipa ts ith so e of the ost o
o l
uilised staisi al p o edu es usi g IBM SPSS, a d to p o ide a i t odu io to the theo
a d ethods of i fe e ial staisi al a al sis usi g e a ple datasets a d e e ises.
B the e d of the da pa i ipa ts ill e fa ilia ith ho to a ess a d u a a ge of
ke staisi al p o edu es a d e a le to u de sta d a d i te p et output ge e ated
IBM SPSS.
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P a i al Skills fo Data A al sts
No e
COURSE OUTLINE
e
/ Fe ua
This is a fou datio ou se fo pa ti ipa ts ith o p e ious e pe ie e i statisti s o
statisti al a al sis soft a e. It ill i t odu e ke o epts su h as: ases, a ia les, alues
a d le els of easu e e t.
A o po e t of the ou se is the use of SPSS i ha ds-o sessio s. B the e d of the da ,
pa ti ipa ts ill e a le to ope a data file, to do asi
a ipulatio s to the data, to
p odu e des ipti e statisti s, o e a d t o a ta les a d si ple g aphs.
This ou se ill p o ide pa i ipa ts ith the app op iate a kg ou d to p og ess to othe
CMIST ou ses, pa i ula l I t odu io to Data A al sis
a d I t odu io to Data
A al sis .
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®
E el fo Data A al sis
COURSE OUTLINE & OBJECTIVES
- No e e
/ - Ma
This ou se is desig ed to p o ide a a ge of skills a d te h i ues i the use of E el fo
so ial a d poli esea h.
To e a le the stude t to:




load a d p epa e staisi al data i to E el f o a a ge of sou es i ludi g No is,
Neigh ou hood Staisi s as ell as the o side aio s fo the i o po aio of data
f o o ga isaio al sou es
a age data i E el i ludi g e odi g, deali g ith issi g data, de i i g e
a ia les, ilte i g, so i g, totalli g a d de i i g su
a staisi s th ough the use
of fo ulae
e plo e data usi g E el i ludi g si ple ha ts a d pi ot ta les p ese i g data usi g
E el i ludi g ha ts a d ta les
eate p oiles
o i i g a data ase of a ia les i to a Wo d do u e t usi g the
Me ge fu io
Excel is a registered trade arks of Microsot Corporaio i the U ited States a d/or other cou tries.
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I age
edit: D . Jo Sta k eathe
Late t Fa to A al sis
COURSE OUTLINE
No e e
This sho t ou se o e s late t a ia les a d fa to a al sis at a i t odu to a d
i te ediate le el. A late t a ia le is so ethi g i isi le su h as a o ept, a attitude,
o a ill ess that a ot e easu ed di e tl , ut that has ee
easu ed usi g a set of
elated o se ed i di ato s.
Fa to a al sis is o e a to de i e a fa to f o a set of a ia les, a d is thus alled a
data edu tio
ethod. Othe data edu tio
ethods i lude p i ipal o po e ts
a al sis, hi h is e
losel elated to fa to a al sis, a d ultiple o espo de e
a al sis.
We ill o e oth e plo ato a d o i ato fa to a al sis, a d highlight thei
dife e es. Mo e ad a ed topi s, su h as tesi g fo easu e e t e ui ale e, ill also
e tou hed upo . The ou se is suita le oth fo p i a -data olle io esea he s ho
a eed to ite a suita le uesio ai e , a d fo those ho a t to a al se data sets,
ith a fo us o
easu e e t issues.
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So ial Media Data A al sis
COURSE OUTLINE
De e e
This ou se des i es ho to use f ee sot a e Mozdeh a d We o et i A al st to gathe
t eets a d to do load o
e ts o YouTu e ideos. The ou se ill also des i e
si ple ethods to gai i sights i to the ea i g of the do loaded te ts a d to ide if
pate s ithi the data.
You ill lea to use the f ee Mozdeh a d We o et i A al st sot a e i o de to:

Gathe t eets f o a spe ii use o at hi g a ke o d ue

Gathe o
e ts o o e o o e YouTu e ideos

Co st u t et o k diag a s f o use s o o
e ts
You ill also lea so e asi a al sis
gathe ed:

Si ple ua itai e ethods, su h
dete io , se i e t a al sis a d i

Co te t a al sis to p o ide i sights i
ethods fo the T ite a d YouTu e o
e ts
as o d f e ue
a al sis, ge de dife e e
e se ies g aphs.
to the YouTu e o T ite topi studied
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Lo gitudi al St u tu al E uaio Modelli g
COURSE OUTLINE
De e e
St u tu al E uaio Modelli g SEM has ee g o i g i popula it due to its a ilit to
esi ate o ple
elaio ships et ee
a ia les, the possi ilit to o t ol fo
easu e e t e o a d the o p ehe si e odel it i di ato s. This app oa h is also e
ell suited to deali g ith lo gitudi al data i.e., data olle ted epeatedl f o the sa e
u it . I this o te t, it ofe s a u e of u i ue odelli g oppo tu iies. Thus, usi g
SEM ith lo gitudi al data it is possi le to i esigate ho the ha ge i o e a ia le is
elated to the ha ge i a othe . Fo e a ple, it a esi ate ho the ha ge i ph si al
health is li ked to ha ges i happi ess. Si ila l , the SEM f a e o k akes it possi le to
eate t pologies ased o pate s of ha ge i i e. Thus, it is possi le to see hat a e
the t pi al pate s of ha ge i og ii e a ilit o pa t suppo t a d ho a e the people
that a ifest the . This o e-da ou se i t odu es t o of the ai
odels used to
a al se lo gitudi al data usi g SEM: oss-lagged odels a d late t g o th odels
LGM . The ou se ill e a i of sho t o eptual p ese taio s a d ha ds o
appli aio s usi g Mplus
hi h ill e a aila le i the o pute luste . No p io
k o ledge of Mplus is e ui ed.
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Mulile el Modelli g
COURSE OUTLINE
De e e
This o e-da ou se egi s ith a des iptio of so e e a ples he e ultile el odels
a e useful i statisti al a al sis a d so e e a ples of ultile el populatio s. We the
o e the asi theo of ultile el odels i ludi g a do i te ept a d a do slope
spe ifi atio s, the use of o te tual a ia les i
ultile el a al sis a d odelli g
epeated easu es. This ou se suits so ial s ie tists ho a t to lea a out a
ua titati e te h i ue that allo s oth i di idual a d g oup le el a iatio s to e
si ulta eousl take i to a ou t he
odelli g so ial phe o e a.

I t odu e the ge e al idea of ultile el odelli g

Co side so e issues of ultile el odelli g f o a su sta ti e a d theo eti al
pe spe ti e.

Sho ho
ultile el odelli g a applied to so ial data usi g spe ialist soft a e
ML iN
No p io k o ledge of ultile el odelli g is assu ed. You ill eed to ha e so e
fa ilia it ith eg essio
odels.
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I t odu io to Se ue e A al sis
COURSE OUTLINE
Ja ua
Se ue e a al sis has e e tl e pe ie ed i easi g i te est i life ou se esea h a d
su
a izes a a iet of te h i ues to a al se hole "se ue es", fo e a ple,
e plo e t o pa t e ship histo ies. The i te est, he e , is ot o l to des i e a d
isualize hole se ue es, ut also to o pa e a d eg oup si ila se ue es i to
luste s, hi h i tu
a e used ithi othe ethods e.g. as i depe de t a ia le i
eg essio a al ses .
The ou se p o ides a asi i t odu io i to se ue e a al sis, i ludi g its theo ei al
i pli aio
ithi life ou se esea h, a d the p a i al skills e ui ed to o du t
se ue es a al sis ith STATA.
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I t odu io to STATA
COURSE OUTLINE & OBJECTIVES
Ja ua
/ addiio al date t
The ou se p o ides a i t odu to t ai i g i Stata, a staisi al pa kage i easi gl used
fo so ial esea h data a al sis hi h has po e ful data a ipulaio p o edu es a d
e te si e a d po e ful staisi al apa iliies.
The ai of the ou se is to fa ilia ise pa ti ipa ts ith the asi featu es of Stata . O
o pleti g the ou se, pa ti ipa ts ill ha e o e ed the follo i g th ough a o i atio
of p ese tatio a d p a ti al sessio s:

The STATA e i o e t: Ope i g a d e plo i g files, looki g at la els, editi g a d
e te i g data.

E plo ato a al sis: loggi g outputs, p odu i g ta les, su setti g a d des ipti e
statisti s.

Data a ipulatio : o puti g e a ia les, e odi g, keepi g a d d oppi g, sa i g
o
a ds i a .do file.

STATA g aphi s, help a d suppo ti g esou es.
O
o pleio of the ou se, pa i ipa ts ill ha e the e essa fa ilia it
o e o to fu the Stata ou ses a d/o o i ue lea i g the sel es .
ith Stata to
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Measu e e t ith the Ras h Model
COURSE OUTLINE
- Ja ua
This t o-da ou se ai s to i t odu e pa i ipa ts to easu e e t theo a d the ‘as h
odel fo o st u io a d alidaio of easu es. It o e s the asi theo
ehi d
easu e e t, f o a Ite ‘espo se Theo pe spe i e, fo usi g o the assu pio s of
the ‘as h odels, i pa i ula .
The ‘as h odel p o ides the ea s to eate easu es o s o e s ales f o a
o i aio of ite s i tests o uesio ai es. The p i iples go e i g the appli aio
of su h odels a e sho th ough e a ples f o edu aio al easu e e t ut a e easil
appli a le to othe a eas i so ial a d health s ie es. Pa i ipa ts ill ha e the ha e to
p a i e ith a ious odels of the ‘as h fa il Di hoto ous, ‘ai g S ale a d Pa ial
C edit ith spe ialised sot a e Wi steps .
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fsQCA
fsQCA Fuzz Set Qualitai e Co pa ai e A al sis
COURSE OUTLINE
Fe ua
Qualitai e Co pa ai e A al sis is a s ste ai ethod of stud i g data o
uliple o pa a le
ases f o a out N= th ough to la ge datasets of N= ,
et . The QCA ethods i stl i ol e
asi g, i.e. deli eai g ases; se o dl o ga isi g a s ste ai data at i
e ill sho these i
NVIVO a d i E el ; thi dl e a i i g sets of ases k o
as o igu aio s; fou th i te p ei g
these i te s of e essa ause a d sui ie t ause of ea h ajo out o e of i te est. We
de o st ate the fsQCA sot a e fo QCA. A fuzz set is a e o d of the e e ship s o e of a
ase i a ha a te isi o set. A isp set is a e e ship alue of
ot i the set o
full i
the set , a d thus is a si pliied easu e o pa ed ith a fuzz set. Fuzz sets o isp sets, a d
o i aio s, a e used i QCA. All the pe utaio s of the ausal fa to s, k o
as X
a iates, a e o side ed o e o e. We test hethe X is e essa , o sui ie t, o oth, fo a
out o e Y. We the aug e t the sta da d easu es of o siste
. We sho that o e a
ge e ate oth ithi -g oup a d sa ple- ide o siste
le els fo tesi g sui ie t ause.
This o e-da t ai i g ou se ill at a t those doi g ase-stud esea h, those usi g the
o pa ai e esea h app oa hes, a d those ho a t to e te d thei skills i QCA a d fuzz
a al sis f o
egi e to i te ediate le els. It ill suit ualitai e esea he s ith o p io
e pe ie e, as ell as ua itai e a d i ed- ethods esea he s; all a e el o e.
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NVIVO fo Qualitai e Data & Co pus A al sis
COURSE OUTLINE
Fe ua
This ou se i t odu es NVIVO a d uses a ious e u opio i NVIVO to a al se data.
The st u tu e of the t ai i g sessio ill e a o i aio of fo al p ese taio alo gside
p a i al appli aio . Those ate di g the t ai i g sessio ill ha e a ess to data sets fo
p a i al sessio s a d a also i g thei o data to use i the p a i al pa ts of the sessio .
A o g the ethods e tea h i the o i g a e: odi g, o si g, ue ies, odels, a d
ie i g the odi g st ipes.
I the ate oo , a ad a ed appli aio is o side ed. We look at the data i te s of
o pa i g o e e pi i al o pus ith a la ge , li guisi o pus. The te s ke ess, dis ou ses,
o o da e, age t, do i a t dis ou ses, de ia t dis ou ses, t opes a d i te te tualit
ased i
pa t o the o k of No a Fai lough a e used i de elopi g a a gu e t as follo s. Those
ith ediu -to-la ge data ases a ish to i te p et ai l a fe ke do i a t dis ou ses a d
the de ia t a ia ts that a e losel elated a d o pa a le to the . The o pus a al sis
ethod e a les a ke ess easu e to e al ulated, a d the ost p o i e t dis ou se topi s
dis o e ed. A i te p etaio is ofe ed as a e a ple usi g eal data f o South a d No th
I dia. Methodologi all this ofe s igou , t a spa e , a d sophisi aio as ell as o igi alit
fo a ualitai e a al sis.
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St u tu al E uaio Modelli g usi g Mplus
COURSE OUTLINE
- Fe ua
St u tu al E uaio Models SEM a alga ate eg essio a al sis, path/ ediaio
a al sis a d fa to a al sis, allo i g fo
o e i hl detailed staisi al odels to e
spe iied a d o pa ed to data tha
usi g these te h i ues i di iduall .
Histo i all , SEM odels e e o i ed to the a al sis of o i uous o se ed data,
li ii g thei useful ess i applied so ial esea h, he e a phe o e a a e i he e tl
dis ete o a e easu ed o l ith oa se-g ai ed i st u e ts.
Ad a es i e e t ea s ha e ade a aila le SEM ethods fo atego i al data to applied
esea he s. This ou se o e s oth li ea SEM a d ge e alized SEM fo o - o i uous
out o es, as ell as odels ith o - o i uous late t a ia les, i.e. late t lasses.
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I age credit: Chire—Wiki edia Co
o s
I t odu io to Cluste A al sis
COURSE OUTLINE
Ma h
The ou se o e s luste a al sis o epts a d ethods i SPSS. It is ai ed at those ith
a i te est i de elopi g p a i al skills to i ple e t luste i g te h i ues a d those ith
a i te est i a ea t pologies a d lassii aio s.
Pa i ipa ts ill de elop a u de sta di g of luste I g ethods a d p o edu es i SPSS.
B the e d of the ou se the ill e a le to a out p eli i a a al sis to sele t a d
t a sfo
a ia les fo luste a al sis, hoose a luste i g ethod, e aluate a d hoose
luste soluio s, i te p et luste s a d p ese t luste a al sis esults. Hie a hi al a d
o -hie a hi al luste a al sis ill e applied to
Ce sus lo al a ea data to p odu e
a a ea lassii aio to g oup a eas ith si ila o e all populaio ha a te isi s i to
luste s.
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COURSE OUTLINE
Ma h
/ th Ju e
This ou se p o ides a i t odu io to the theo a d ethods of ua itai e data a al sis,
fo ussi g o the so ial su e . It has a e phasis o ha ds-o lea i g, ith a se ies of p a i al
sessio s usi g a staisi al sot a e pa kage su h as SPSS to e plo e the B iish So ial Aitudes
Su e Dataset.
The ou se ill:

I t odu e pa ti ipa ts to su e data as a ke ua titati e esou e fo so ial s ie e
esea h;

I t odu e the st u tu e a d p ope ties of su e data a d o side the p o ess
hi h
a ia les i a dataset a e de i ed;

E plai the disti tio et ee i te al a d dis ete a ia les;

Co side st ategies fo e plo ato data a al sis i ludi g ethods fo des i i g a d
su
a isi g a ia le dist i utio s;

P o ide pa ti ipa ts ith a o eptual u de sta di g of the stages i ol ed i e plo i g the
elatio ship et ee a ia les;

P o ide esse tial skills of data a ipulatio i ludi g sele ti g su -sets a d e odi g;

I t odu e the isual ep ese tatio of a ia les i s atte g aphs, a ha ts a d histog a s.
t ite . o /
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Fa e ook. o /
ist ou ses
Li kedI . o /i /
COURSE OUTLINE
Ma h
/ Ju e
This ou se p o ides a i t odu io to the theo a d ethods of ua itai e data
a al sis of elaio ships et ee a ia les, fo ussi g o the te h i ues of Chi-s ua e
tests, o elaio a d li ea eg essio .
The ou se ill e a i e elatio ships et ee






a ia les o e i g:
The o ept of statisti al sig ifi a e
The theo a d e e utio of a si ple hi s ua e test fo elatio ships et ee
atego i al a ia les
Ho to test hethe a elatio ship et ee t o i te al a ia les e ists usi g
o elatio
Ho to des i e elatio ships et ee a ia les usi g a statisti al odel ased o
li ea eg essio
ethods
The use of o t ol a ia les to o t ol fo o fou di g a ia les
The i te p etatio of statisti al esults a d thei use i
aki g esea h o lusio s
t ite . o /
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Fa e ook. o /
ist ou ses
Li kedI . o /i /
Ba esia A al sis usi g Wi BUGS / Ope BUGS
COURSE OUTLINE
- Ap il
Use of Ba esia
ethods is e o i g i easi gl
idesp ead ithi ua itai e so ial
a d health s ie es, pa i ula l fo a al si g data ith o ple st u tu e, su h as
hie a hi al o
ulile el data. Ho e e , e fe applied esea he s ha e a fo al
t ai i g i Ba esia
ethods. This t o-da ou se ai s to i t odu e ua itai e
esea he s to the asi p i iples of Ba esia i fe e e a d si ulaio - ased ethods fo
esi ai g Ba esia
odels, a d to highlight so e of the pote ial e eits that a Ba esia
app oa h a ofe . The e is a la ge p a i al o po e t to this ou se ith i e fo ha dso data a al sis usi g e a ples d a
ai l f o the so ial a d health s ie es.
t ite . o /
ist ou ses
Fa e ook. o /
ist ou ses
Li kedI . o /i /
I t odu io to Lo gitudi al Data A al sis
COURSE OUTLINE
Ap il
The ou se o e s asi o epts i lo gitudi al desig a d a al sis. The o i g sessio
fo uses o the st e gths a d ethodologi al dii ulies of the lo gitudi al app oa h su h
as dei i g lo gitudi al populaio s a d ta get sa ples; le els a d di e sio s of ha ge;
age, pe iod a d oho t efe ts. The e ill e o e s all g oup dis ussio . Ate lu h, e
sta t ith a o e ie sessio o the sou es a d auses of issi g data at iio et . ,
a d ho to adjust fo issi g ess; this ill e follo ed a othe g oup e e ise.
B the e d of the ou se, stude ts should ha e gai ed i a u de sta di g of the dife e t
a s of easu i g a d e plai i g ha ge usi g lo gitudi al data; ii a app e iaio of
the pa i ula p o le s posed
issi g data i lo gitudi al esea h; iii a asi
u de sta di g of a s of adjusi g fo
issi g data a d i
o ide e to add ess
uesio s a out lo gitudi al desig a d issi g data.
Stude ts should ha e so e a kg ou d i e pi i al so ial s ie e a d a asi g ou di g i
staisi al odelli g, at least i li ea eg essio .
t ite . o /
ist ou ses
Fa e ook. o /
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Li kedI . o /i /
Lo gitudi al Data A al sis
COURSE OUTLINE
Ap il
The ou se o e s t o of the ost useful a s of a al si g lo gitudi al data. I the
o i g e o e g o th u e a al sis ithi a ulile el odelli g f a e o k. The
theo ei al ideas a e e ellished ith p a i al o k usi g data f o the Naio al Child
De elop e t Stud . Ate lu h, asi o epts i su i al a al sis a d e e t histo
a al sis a e i t odu ed follo ed
p a i al o k ith a si ple pe il a d pape
e a ple.
B the e d of the ou se, stude ts should ha e gai ed i a u de sta di g of ho g o th
u e odels a e used to a al se epeated easu es data; ii a app e iaio of the
a s i
hi h du aio a d t a siio data a
e a al sed usi g te h i ues i iiall
de eloped i
edi i e a d i dust ; iii o ide e to a out p a i al o k ith so e
ki ds of lo gitudi al data.
Stude ts should ha e a st o g a kg ou d i e pi i al so ial s ie e a d a good
u de sta di g of the asi s of staisi al odelli g, at least up to uliple li ea
eg essio . So e e pe ie e ith STATA ould e useful.
t ite . o /
ist ou ses
Fa e ook. o /
ist ou ses
Li kedI . o /i /
E pe i e tal Desig
COURSE OUTLINE
Ju e
The ou se o e s t o of the ost useful a s of a al si g lo gitudi al data. I the
o i g e o e g o th u e a al sis ithi a ulile el odelli g f a e o k. The
theo ei al ideas a e e ellished ith p a i al o k usi g data f o the Naio al Child
De elop e t Stud . Ate lu h, asi o epts i su i al a al sis a d e e t histo
a al sis a e i t odu ed follo ed
p a i al o k ith a si ple pe il a d pape
e a ple.
B the e d of the ou se, stude ts should ha e gai ed i a u de sta di g of ho g o th
u e odels a e used to a al se epeated easu es data; ii a app e iaio of the
a s i
hi h du aio a d t a siio data a
e a al sed usi g te h i ues i iiall
de eloped i
edi i e a d i dust ; iii o ide e to a out p a i al o k ith so e
ki ds of lo gitudi al data.
Stude ts should ha e a st o g a kg ou d i e pi i al so ial s ie e a d a good
u de sta di g of the asi s of staisi al odelli g, at least up to uliple li ea
eg essio . So e e pe ie e ith STATA ould e useful.
t ite . o /
ist ou ses
Fa e ook. o /
ist ou ses
Li kedI . o /i /
t ite . o /
ist ou ses
Fa e ook. o /
ist ou ses
Li kedI . o /i /
CMIST Sho t Cou ses
CMIST Sho t Cou ses
G
Hu a iies B idgefo d St eet Buildi g
t ite . o /
ist ou ses
The U i e sit of Ma heste
fa e ook. o /
Ma heste
Li kedI . o /i /CMISTCou ses
M
PL
.
ist ou ses
ist. a heste .a .uk/stud /sho t

CMIST Sho t Cou ses -

Transcription

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