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STATISTICS-PROBABILTY THEORY NOTES

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The document contains detailed Probability Theory lecture notes that are easy to understand for everyone. The document is written in simple language, with examples following each definition to ensure that the student grasps the concept while also applying the formulas.

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STATISTICS
Least Upser Bound
(ALso called SUPREMU M)
IE s the lcast Value o all the hper bounds
particular Set 2n ts omain.
EEXAMPLE
XAMP Consider a set A=(0,2) and, ts domainn
R be
wouldher x22.o)7 bef
bound sce o
the seE A
22,)
ohe Least
Now
upe
theb0und/
leas, 34premum
uhher boumd=2 JoT setA
hor set A=(0,2)
2
Gqre atest Lower Bouno

Also callel IN FIMU M
94
JE sis thegeatest
9E value a l l lower bounds oh a a parti-
partl-
the
eular Set On ts
its domatn.

E AMPLPS
EXAMPLE Consider a set A=, ano its domaln
the set A RHereore
wOuld C,
Loyer boundd set


Noo the A
he greatest lower bound jor set A p
enera Jerms or Probabll2tu

2, SAMPLE SPACE he set oh all bossible outcomes
as o
OUm e v e n S nouon as ts
SAMPLE S PAC E

Ang gubsef samble sbace is known as a n
the
UNI oN Vheunio amy two events.s consisei
ents that are clther
A
A o B , ghese A, and B are the events o which
0%2
Unio n Aouwnd E 9 ,

Kee A={a} And B AUB=fa, b}
-UNIVERSAL SET
SET B
9ET A

UNION,OF
A and B

, 3,INTERS ECTION he intersecfion any,
evenes A amd consis =ng
even&s which 0nly have Occurred in A B bEtR.


the Sets
UNIVERSAL SET
-sET B
SET A
INTERSECTION
OF A & BB

MUTUALLY ExCLUsIVEJuwo eventS A and B,
are saidl to be, mutualy
ecclusive when 6oth 0amnot Occur *Multaneousl4
olnull seE) o
Sntersectiom both 3hould P nul set).
et AB nd B 6 ecclusivel
AdB
AnB Hence, they are mutually
5 COMPLEMENT COnsists
he com6emenG.6
o
am event ihS
aLl other outcomes which
re mot 2n Ao
-UNIVERSAL SETC
lco AC=1-A
-sETA
COMPLEMENT OF
SET A


6. 3 0BSET)orang2 evemtEs A
the o udcomes
amd
areas
aa A
then Uwe B a
that D Subset o A
Rebresemted as BCA

7 E g UAL OR IDENTICAL SETS Ator
andany 2 se
sets
s
A B OR A amol g
ACB
are
and CAYWeical sets
UNIVERSAL SET
SET A
SET B Yenn oiagram
3howiHg
SET BCSETA

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Uploaded on
May 2, 2022
Number of pages
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Written in
2021/2022
Type
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Professor(s)
Mr. orsborn
Contains
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