Upload
others
View
3
Download
0
Embed Size (px)
Citation preview
MATHEMATICAL METHODSWritten examination 2
Monday 3 June 2019 Reading time: 10.00 am to 10.15 am (15 minutes) Writing time: 10.15 am to 12.15 pm (2 hours)
QUESTION AND ANSWER BOOK
Structure of bookSection Number of
questionsNumber of questions
to be answeredNumber of
marks
A 20 20 20B 5 5 60
Total 80
• Studentsarepermittedtobringintotheexaminationroom:pens,pencils,highlighters,erasers,sharpeners,rulers,aprotractor,setsquares,aidsforcurvesketching,oneboundreference,oneapprovedtechnology(calculatororsoftware)and,ifdesired,onescientificcalculator.CalculatormemoryDOESNOTneedtobecleared.Forapprovedcomputer-basedCAS,fullfunctionalitymaybeused.
• StudentsareNOTpermittedtobringintotheexaminationroom:blanksheetsofpaperand/orcorrectionfluid/tape.
Materials supplied• Questionandanswerbookof26pages• Formulasheet• Answersheetformultiple-choicequestions
Instructions• Writeyourstudent numberinthespaceprovidedaboveonthispage.• Checkthatyournameandstudent numberasprintedonyouranswersheetformultiple-choice
questionsarecorrect,andsignyournameinthespaceprovidedtoverifythis.• Unlessotherwiseindicated,thediagramsinthisbookarenot drawntoscale.• AllwrittenresponsesmustbeinEnglish.
At the end of the examination• Placetheanswersheetformultiple-choicequestionsinsidethefrontcoverofthisbook.• Youmaykeeptheformulasheet.
Students are NOT permitted to bring mobile phones and/or any other unauthorised electronic devices into the examination room.
©VICTORIANCURRICULUMANDASSESSMENTAUTHORITY2019
SUPERVISOR TO ATTACH PROCESSING LABEL HEREVictorian Certificate of Education 2019
STUDENT NUMBER
Letter
2019MATHMETHEXAM2(NHT) 2
SECTION A – continued
do
no
t w
rit
e i
n t
his
ar
ea
do
no
t w
rit
e i
n t
his
ar
ea
Question 1Themaximaldomainofthefunctionwithrule f (x)=x2+loge(x)isA. RB. (0,∞)C. [0,∞)D. (−∞,0)E. [1,∞)
Question 2Thediagrambelowshowsonecycleofacircularfunction.
5
4
3
2
1
O–1
–2
–3
1 2 3 4
y
x
Theamplitude,periodandrangeofthisfunctionarerespectivelyA. 3,2and[−2,4]
B. 3,π2 and[−2,4]
C. 4,4and[0,4]
D. 4,π4 and[−2,4]
E. 3,4and[−2,4]
SECTION A – Multiple-choice questions
Instructions for Section AAnswerallquestionsinpencilontheanswersheetprovidedformultiple-choicequestions.Choosetheresponsethatiscorrectforthequestion.Acorrectanswerscores1;anincorrectanswerscores0.Markswillnotbedeductedforincorrectanswers.Nomarkswillbegivenifmorethanoneansweriscompletedforanyquestion.Unlessotherwiseindicated,thediagramsinthisbookarenotdrawntoscale.
3 2019MATHMETHEXAM2(NHT)
SECTION A – continuedTURN OVER
do
no
t w
rit
e i
n t
his
ar
ea
do
no
t w
rit
e i
n t
his
ar
ea
Question 3Ifx + aisafactorof8x3–14x2 – a2x,wherea ∈ R\{0},thenthevalueofaisA. 7B. 4C. 1D. –2E. –1
Question 4
Thegraphofthefunction f :D → R, f x xx
( ) = −+
2 34
,whereDisthemaximaldomain,hasasymptotesA. x =–4,y = 2
B. x y= = −32
4,
C. x y= −4 =, 32
D. x y= =32
2,
E. x =2,y =1
Question 5ConsidertheprobabilitydistributionforthediscreterandomvariableXshowninthetablebelow.
x −1 0 1 2 3
Pr(X = x) b b b35
− b 35b
ThevalueofE(X) is
A. 7665
B. 1
C. 0
D. 2
13
E. 8665
2019MATHMETHEXAM2(NHT) 4
SECTION A – continued
do
no
t w
rit
e i
n t
his
ar
ea
do
no
t w
rit
e i
n t
his
ar
ea
Question 6Let f:[0,∞)→ R, f(x)= x2+1.
Theequation f f x( )( ) = 18516
hasrealsolution(s)
A. x = ± 134
B. x =134
C. x = ± 132
D. x =32
E. x = ± 32
Question 7
Ifmxdx= ∫ 2
1
3,thenthevalueofemis
A. loge(9)
B. −9
C. 19
D. 9
E. −19
Question 8Thesimultaneouslinearequations2y +(m–1)x =2andmy + 3x = khaveinfinitelymanysolutionsforA. m =3andk =−2B. m =3andk = 2C. m =3andk =4D. m =–2andk =−2E. m =−2andk = 3
5 2019MATHMETHEXAM2(NHT)
SECTION A – continuedTURN OVER
do
no
t w
rit
e i
n t
his
ar
ea
do
no
t w
rit
e i
n t
his
ar
ea
Question 9Atthestartofaparticularweek,Kimhasthreeredapplesandtwogreenapples.Sheeatsoneappleeveryday.OnMonday,TuesdayandWednesdayofthatweek,sherandomlyselectsanappletoeat.Inthisthree-dayperiod,theprobabilitythatKimdoesnoteatanappleofthesamecolouronanytwoconsecutivedaysis
A. 1
10
B. 15
C. 3
10
D. 25
E. 625
Question 10
Let f betheprobabilitydensityfunction f R f x kx x x x: , , ( ) ( )( )( ).0 23
2 1 3 2 3 2
→ = + − +
Thevalueofkis
A. 308405
B. −308405
C. −405308
D. 405308
E. 960133
Question 11Thefunction f :D → R, f (x)= 5x3+10x2+1willhaveaninversefunctionforA. D = R
B. D =(−2,∞)
C. D = −∞
, 12
D. D =(–∞,–1]
E. D =[0,∞)
2019 MATHMETH EXAM 2 (NHT) 6
SECTION A – continued
do
no
t w
rit
e i
n t
his
ar
ea
do
no
t w
rit
e i
n t
his
ar
ea
Question 12The transformation T : R2 → R2, which maps the graph of y x= − + −2 1 3 onto the graph of y x= , has rule
A. Txy
xy
=
−
+
−−
12
0
0 1
13
B. Txy
xy
=
−
+
−
12
0
0 1
13
C. Txy
xy
=
−
+ −
12
0
0 1
13
D. Txy
xy
= −
+ −
2 00 1
13
E. Txy
xy
= −
+
−
2 00 1
13
Question 13The graph of f (x) = x3 – 6(b – 2)x2 + 18x + 6 has exactly two stationary points forA. 1 < b < 2
B. b = 1
C. b = ±4 62
D. 4 62
4 62
−≤ ≤
+b
E. b b<−
>+4 6
24 6
2or
7 2019MATHMETHEXAM2(NHT)
SECTION A – continuedTURN OVER
do
no
t w
rit
e i
n t
his
ar
ea
do
no
t w
rit
e i
n t
his
ar
ea
Question 14If2 loge(x)–loge(x+2)=loge(y),thenxisequalto
A. y y y+ +2 8
2
B. y y y± +2 8
2
C. y y y± −2 8
2
D. − ± −1 4 7
2y
E. − + −1 4 7
2y
Question 15Theareaboundedbythegraphofy=f(x),thelinex=2,thelinex=8andthex-axis,asshadedinthediagrambelow,is3 loge(13).
–10 –8 –6 –4 –2
O 2 4 6 8 10
y
y = f (x)x
Thevalueof 3 24
10f x dx( )−∫ is
A. 3 loge(13)B. 9 loge(13)C. 6 loge(39)D. loge(13)E. 9 loge(11)
2019MATHMETHEXAM2(NHT) 8
SECTION A – continued
do
no
t w
rit
e i
n t
his
ar
ea
do
no
t w
rit
e i
n t
his
ar
ea
Question 16Partsofthegraphsofy = f (x)andy = g(x)areshownbelow.
O
y = g(x)
y = f (x)y
x
Thecorrespondingpartofthegraphofy = g(f (x))isbestrepresentedby
O
y
xO
y
x
O
y
x
O
y
x
O
y
x
A. B.
C. D.
E.
9 2019MATHMETHEXAM2(NHT)
SECTION A – continuedTURN OVER
do
no
t w
rit
e i
n t
his
ar
ea
do
no
t w
rit
e i
n t
his
ar
ea
Question 17Thegraphofthefunctiongisobtainedfromthegraphofthefunction f withrule f x x( ) cos( )= −
38bya
dilationoffactor4πfromthey-axis,adilationoffactor
43fromthex-axis,areflectioninthey-axisanda
translationof 32unitsinthepositiveydirection,inthatorder.
Therangeandtheperiodofgarerespectively
A. −
13
73
2, and
B. −
13
73
, and 8
C. −
73
13
, and 2
D. −
73
13
, and 8
E. −
43
43 2
2, and π
Question 18Partofthegraphofthefunction f,where f (x)= 8 – 2x−1,isshownbelow.ItintersectstheaxesatthepointsAandB. ThelinesegmentjoiningAandBisalsoshownonthegraph.
y
A
xBO
y = f (x)
Theareaoftheshadedregionis
A. 16 −152log ( )e
B. 17 −15
2 2log ( )e
C. 72
15916log ( )e
−
D. 16 152 2
−log ( )e
E. 17
2 215
log ( )e−
2019MATHMETHEXAM2(NHT) 10
do
no
t w
rit
e i
n t
his
ar
ea
do
no
t w
rit
e i
n t
his
ar
ea
END OF SECTION A
Question 19Arandomsampleofcomputeruserswassurveyedaboutwhethertheusershadplayedaparticularcomputergame.Anapproximate95%confidenceintervalfortheproportionofcomputeruserswhohadplayedthisgamewascalculatedfromthisrandomsampletobe(0.6668,0.8147).ThenumberofcomputerusersinthesampleisclosesttoA. 5B. 33C. 135D. 150E. 180
Question 20Let f (x)=(ax + b)5andletgbetheinversefunctionof f.Giventhat f (0)=1,whatisthevalueofg ′(1)?
A. 5a
B. 1
C. 1
5a
D. 5a(a+1)4
E. 0
11 2019MATHMETHEXAM2(NHT)
do
no
t w
rit
e i
n t
his
ar
ea
do
no
t w
rit
e i
n t
his
ar
ea
TURN OVER
CONTINUES OVER PAGE
2019MATHMETHEXAM2(NHT) 12
do
no
t w
rit
e i
n t
his
ar
ea
do
no
t w
rit
e i
n t
his
ar
ea
SECTION B – Question 1–continued
Question 1 (9marks)Partsofthegraphsof f (x)=(x–1)3(x+2)3andg(x)=(x–1)2(x+2)3areshownontheaxesbelow.
y
x
y = f (x)
y = g(x)
8
O–2 –1 1 2
–8
Thetwographsintersectatthreepoints,(–2,0),(1,0)and(c,d).Thepoint(c,d)isnotshowninthediagramabove.
a. Findthevaluesofc andd. 2marks
b. Findthevaluesofxsuchthat f (x)>g(x). 1mark
SECTION B
Instructions for Section BAnswerallquestionsinthespacesprovided.Inallquestionswhereanumericalanswerisrequired,anexactvaluemustbegivenunlessotherwisespecified.Inquestionswheremorethanonemarkisavailable,appropriateworkingmust beshown.Unlessotherwiseindicated,thediagramsinthisbookarenotdrawntoscale.
13 2019MATHMETHEXAM2(NHT)
do
no
t w
rit
e i
n t
his
ar
ea
do
no
t w
rit
e i
n t
his
ar
ea
SECTION B – continuedTURN OVER
c. Statethevaluesofxforwhich
i. f ′(x)>0 1mark
ii. g′(x)>0 1mark
d. Showthat f (1+m)=f (–2–m)forallm. 1mark
e. Findthevaluesofhsuchthatg(x + h)=0hasexactlyonenegativesolution. 2marks
f. Findthevaluesofksuchthat f (x)+k=0hasnosolutions. 1mark
2019MATHMETHEXAM2(NHT) 14
do
no
t w
rit
e i
n t
his
ar
ea
do
no
t w
rit
e i
n t
his
ar
ea
SECTION B – Question 2–continued
Question 2 (14marks)Thewindspeedataweathermonitoringstationvariesaccordingtothefunction
v t t( ) sin= +
20 16
14π
wherevisthespeedofthewind,inkilometresperhour(km/h),andtisthetime,inminutes,after 9am.
a. Whatistheamplitudeandtheperiodofv(t)? 2marks
b. Whatarethemaximumandminimumwindspeedsattheweathermonitoringstation? 1mark
c. Findv(60),correcttofourdecimalplaces. 1mark
d. Findtheaveragevalueofv(t)forthefirst60minutes,correcttotwodecimalplaces. 2marks
15 2019MATHMETHEXAM2(NHT)
do
no
t w
rit
e i
n t
his
ar
ea
do
no
t w
rit
e i
n t
his
ar
ea
SECTION B – Question 2–continuedTURN OVER
Asuddenwindchangeoccursat10am.Fromthatpointintime,thewindspeedvariesaccordingtothenewfunction
v t t k1 28 18
7( ) sin ( )
= +−
π
wherev1isthespeedofthewind,inkilometresperhour,tisthetime,inminutes,after9amand k ∈ R+.Thewindspeedafter9amisshowninthediagrambelow.
50
40
30
20
10
O 60 120
wind speed (km/h)
time (min)
e. Findthesmallestvalueofk,correcttofourdecimalplaces,suchthatv(t)andv1(t)areequalandarebothincreasingat10am. 2marks
2019MATHMETHEXAM2(NHT) 16
do
no
t w
rit
e i
n t
his
ar
ea
do
no
t w
rit
e i
n t
his
ar
ea
SECTION B – continued
f. Anotherpossiblevalueofk wasfoundtobe31.4358 Usingthisvalueofk,theweathermonitoringstationsendsasignalwhenthewindspeedis
greaterthan38km/h.
i. Findthevalueoftatwhichasignalisfirstsent,correcttotwodecimalplaces. 1mark
ii. Findtheproportionofonecycle,tothenearestwholepercent,forwhichv1>38. 2marks
g. Let f x x( ) sin= +
20 16
14π and g x x k( ) sin ( ) .= +
−
28 18
7π
ThetransformationTxy
ab
xy
cd
=
+
00
mapsthegraphof f ontothegraphofg.
Statethevaluesofa,b,candd,intermsofkwhereappropriate. 3marks
17 2019MATHMETHEXAM2(NHT)
do
no
t w
rit
e i
n t
his
ar
ea
do
no
t w
rit
e i
n t
his
ar
ea
SECTION B – Question 3–continuedTURN OVER
Question 3 (14marks)ConcertsattheMathslandConcertHallbeginLminutesafterthescheduledstartingtime.Lisarandomvariablethatisnormallydistributedwithameanof10minutesandastandarddeviationoffourminutes.
a. Whatproportionofconcertsbeginbeforethescheduledstartingtime,correcttofour decimalplaces? 1mark
b. Findtheprobabilitythataconcertbeginsmorethan15minutesafterthescheduled startingtime,correcttofourdecimalplaces. 1mark
Ifaconcertbeginsmorethan15minutesafterthescheduledstartingtime,thecleanerisgivenanextrapaymentof$200.Ifaconcertbeginsupto15minutesafterthescheduledstartingtime,thecleanerisgivenanextrapaymentof$100.Ifaconcertbeginsatorbeforethescheduledstartingtime,thereisnoextrapaymentforthecleaner.LetCbetherandomvariablethatrepresentstheextrapaymentforthecleaner,indollars.
c. i. Usingyourresponsesfrompart a.andpart b.,completethefollowingtable,correcttothreedecimalplaces. 1mark
c 0 100 200
Pr(C=c)
ii. Calculatetheexpectedvalueoftheextrapaymentforthecleaner,tothenearestdollar. 1mark
iii. CalculatethestandarddeviationofC,correcttothenearestdollar. 1mark
2019MATHMETHEXAM2(NHT) 18
do
no
t w
rit
e i
n t
his
ar
ea
do
no
t w
rit
e i
n t
his
ar
ea
SECTION B – Question 3–continued
TheownersoftheMathslandConcertHalldecidetoreviewtheiroperation.Theystudyinformationfrom1000concertsatothersimilarvenues,collectedasasimplerandomsample.Thesamplevalueforthenumberofconcertsthatstartmorethan15minutesafterthescheduledstartingtimeis43.
d. i. Findthe95%confidenceintervalfortheproportionofconcertsthatbeginmorethan 15minutesafterthescheduledstartingtime.Givevaluescorrecttothreedecimalplaces. 1mark
ii. Explainwhythisconfidenceintervalsuggeststhattheproportionofconcertsthatbeginmorethan15minutesafterthescheduledstartingtimeattheMathslandConcertHallisdifferentfromtheproportionatthevenuesinthesample. 1mark
19 2019 MATHMETH EXAM 2 (NHT)
do
no
t w
rit
e i
n t
his
ar
ea
do
no
t w
rit
e i
n t
his
ar
ea
SECTION B – continuedTURN OVER
The owners of the Mathsland Concert Hall decide that concerts must not begin before the scheduled starting time. They also make changes to reduce the number of concerts that begin after the scheduled starting time. Following these changes, M is the random variable that represents the number of minutes after the scheduled starting time that concerts begin. The probability density function for M is
f x xx
x( ) ( )= +
≥
<
82
0
0
0
3
where x is the time, in minutes, after the scheduled starting time.
e. Calculate the expected value of M. 2 marks
f. i. Find the probability that a concert now begins more than 15 minutes after the scheduled starting time. 1 mark
ii. Find the probability that each of the next nine concerts begins no more than 15 minutes after the scheduled starting time and the 10th concert begins more than 15 minutes after the scheduled starting time. Give your answer correct to four decimal places. 2 marks
iii. Find the probability that a concert begins up to 20 minutes after the scheduled starting time, given that it begins more than 15 minutes after the scheduled starting time. Give your answer correct to three decimal places. 2 marks
2019 MATHMETH EXAM 2 (NHT) 20
do
no
t w
rit
e i
n t
his
ar
ea
do
no
t w
rit
e i
n t
his
ar
ea
SECTION B – Question 4 – continued
Question 4 (13 marks)A mining company has found deposits of gold between two points, A and B, that are located on a straight fence line that separates Ms Pot’s property and Mr Neg’s property. The distance between A and B is 4 units.The mining company believes that the gold could be found on both Ms Pot’s property and Mr Neg’s property.The mining company initially models the boundary of its proposed mining area using the fence line and the graph of
f : [0, 4] → R, f (x) = x(x – 2)(x – 4)
where x is the number of units from point A in the direction of point B and y is the number of units perpendicular to the fence line, with the positive direction towards Ms Pot’s property. The mining company will only mine from the boundary curve to the fence line, as indicated by the shaded area below.
y
xA
B
42
Ms Pot’s property
Mr Neg’s property
fence line
4
2
O
–2
–4
a. Determine the total number of square units that will be mined according to this model. 2 marks
The mining company offers to pay Mr Neg $100 000 per square unit of his land mined and Ms Pot $120 000 per square unit of her land mined.
b. Determine the total amount of money that the mining company offers to pay. 1 mark
21 2019MATHMETHEXAM2(NHT)
do
no
t w
rit
e i
n t
his
ar
ea
do
no
t w
rit
e i
n t
his
ar
ea
SECTION B – Question 4–continuedTURN OVER
Theminingcompanyreviewsitsmodeltousethefencelineandthegraphof
p R p x x xa
x:[ , ] , ( ) ( )0 4 4 41
4→ = − ++
−
wherea>0.
c. Findthevalueofaforwhichp(x)=f(x)forallx. 1mark
d. Solvep′(x)=0forxintermsofa. 2marks
MrNegdoesnotwanthispropertytobeminedfurtherthan4unitsmeasuredperpendicularfromthefenceline.
e. Findthesmallestvalueofa,correcttothreedecimalplaces,forthisconditiontobemet. 2marks
2019 MATHMETH EXAM 2 (NHT) 22
do
no
t w
rit
e i
n t
his
ar
ea
do
no
t w
rit
e i
n t
his
ar
ea
SECTION B – continued
f. Find the value of a for which the total area of land mined is a minimum. 3 marks
g. The mining company offers to pay Ms Pot $120 000 per square unit of her land mined and Mr Neg $100 000 per square unit of his land mined.
Determine the value of a that will minimise the total cost of the land purchase for the mining company. Give your answer correct to three decimal places. 2 marks
23 2019MATHMETHEXAM2(NHT)
do
no
t w
rit
e i
n t
his
ar
ea
do
no
t w
rit
e i
n t
his
ar
ea
SECTION B – continuedTURN OVER
CONTINUES OVER PAGE
2019MATHMETHEXAM2(NHT) 24
do
no
t w
rit
e i
n t
his
ar
ea
do
no
t w
rit
e i
n t
his
ar
ea
SECTION B – Question 5–continued
Question 5 (10marks)
Let f R R f x e g R R g x xx
e: , ( ) : , ( ) log ( ).→ = → =
+2 2and
a. Findg−1(x). 1mark
b. FindthecoordinatesofpointA,wherethetangenttothegraphof f at Aisparalleltothegraphofy=x. 2marks
c. Showthattheequationofthelinethatisperpendiculartothegraphofy=xandgoesthrough pointAisy=−x+2 loge (2)+2. 1mark
LetBbethepointofintersectionofthegraphsofgandy = −x+2 loge (2)+2,asshowninthediagrambelow.
y = f (x) y = x
y = g(x)
B
A
y
x
y = –x + 2loge(2) + 2O
d. DeterminethecoordinatesofpointB. 1mark
25 2019MATHMETHEXAM2(NHT)
do
no
t w
rit
e i
n t
his
ar
ea
do
no
t w
rit
e i
n t
his
ar
ea
SECTION B – Question 5–continuedTURN OVER
e. Theshadedregionbelowisenclosedbytheaxes,thegraphsof f andg,andtheline y = −x+2 loge (2)+2.
y = f (x) y = x
y = g(x)
B
y
x
y = –x + 2loge(2) + 2O
A
Findtheareaoftheshadedregion. 2marks
2019MATHMETHEXAM2(NHT) 26
do
no
t w
rit
e i
n t
his
ar
ea
do
no
t w
rit
e i
n t
his
ar
ea
END OF QUESTION AND ANSWER BOOK
Let p R R p x e q R R q xk
xkxe: , ( ) : , ( ) log ( ).→ = → =+and 1
f. Thegraphsofp,qandy = xareshowninthediagrambelow.Thegraphsofpandqtouchbutdonotcross.
y = p(x) y = x
y = q(x)
y
xO
Findthevalueofk. 2marks
g. Findthevalueofk, k >0,forwhichthetangenttothegraphofpatitsy-interceptandthetangenttothegraphofqatitsx-interceptareparallel. 1mark
MATHEMATICAL METHODS
Written examination 2
FORMULA SHEET
Instructions
This formula sheet is provided for your reference.A question and answer book is provided with this formula sheet.
Students are NOT permitted to bring mobile phones and/or any other unauthorised electronic devices into the examination room.
Victorian Certificate of Education 2019
© VICTORIAN CURRICULUM AND ASSESSMENT AUTHORITY 2019
MATHMETH EXAM 2
Mathematical Methods formulas
Mensuration
area of a trapezium 12a b h+( ) volume of a pyramid 1
3Ah
curved surface area of a cylinder 2π rh volume of a sphere
43
3π r
volume of a cylinder π r 2h area of a triangle12bc Asin ( )
volume of a cone13
2π r h
Calculus
ddx
x nxn n( ) = −1 x dxn
x c nn n=+
+ ≠ −+∫ 11
11 ,
ddx
ax b an ax bn n( )+( ) = +( ) −1 ( )( )
( ) ,ax b dxa n
ax b c nn n+ =+
+ + ≠ −+∫ 11
11
ddxe aeax ax( ) = e dx a e cax ax= +∫ 1
ddx
x xelog ( )( ) = 11 0x dx x c xe= + >∫ log ( ) ,
ddx
ax a axsin ( ) cos( )( ) = sin ( ) cos( )ax dx a ax c= − +∫ 1
ddx
ax a axcos( )( ) −= sin ( ) cos( ) sin ( )ax dx a ax c= +∫ 1
ddx
ax aax
a axtan ( )( )
( ) ==cos
sec ( )22
product ruleddxuv u dv
dxv dudx
( ) = + quotient ruleddx
uv
v dudx
u dvdx
v
=
−
2
chain ruledydx
dydududx
=
3 MATHMETH EXAM
END OF FORMULA SHEET
Probability
Pr(A) = 1 – Pr(A′) Pr(A ∪ B) = Pr(A) + Pr(B) – Pr(A ∩ B)
Pr(A|B) = Pr
PrA BB∩( )( )
mean µ = E(X) variance var(X) = σ 2 = E((X – µ)2) = E(X 2) – µ2
Probability distribution Mean Variance
discrete Pr(X = x) = p(x) µ = ∑ x p(x) σ 2 = ∑ (x – µ)2 p(x)
continuous Pr( ) ( )a X b f x dxa
b< < = ∫ µ =
−∞
∞
∫ x f x dx( ) σ µ2 2= −−∞
∞
∫ ( ) ( )x f x dx
Sample proportions
P Xn
=̂ mean E(P̂ ) = p
standard deviation
sd P p pn
(ˆ ) ( )=
−1 approximate confidence interval
,p zp p
np z
p pn
−−( )
+−( )
1 1ˆ ˆ ˆˆˆ ˆ