1answer.
Ask question
Login Signup
Ask question
All categories
  • English
  • Mathematics
  • Social Studies
  • Business
  • History
  • Health
  • Geography
  • Biology
  • Physics
  • Chemistry
  • Computers and Technology
  • Arts
  • World Languages
  • Spanish
  • French
  • German
  • Advanced Placement (AP)
  • SAT
  • Medicine
  • Law
  • Engineering
vekshin1
3 years ago
13

For the CLT, we try to calculate V ar(Zn) and realize that V ar(Sn) needs to be calculated first. Recall that Sn = X1 + X2 +· ·

·+ Xn, where Xi ’s are all independent of each other and identically distributed. Calculate E[Sn] and V ar[Sn].
Mathematics
1 answer:
blsea [12.9K]3 years ago
5 0

Answer:E[Sn] = E n Xi =

i=1

n E[Xi] = np

i=1

Var[Sn] =Var n Xi =

i=1

n Var[Xi] = np(1 − p)

i=1

Step-by-step explanation:

Retract some basic facts on expectation and variance, where Y,Y1,Y2 are random variables.

• E[Y1 + Y2] = E[Y1] + E[Y2]

• E[Y1Y2] = E[Y1]E[Y2] if random variables Y1 and Y2 are independent (Y1 ⊥ Y2)

• E[cY ] = cE[Y ], E[c + Y ] = c + E[Y ], where c is a constant

• If we denote µ = E[Y ], the variance of Y

Var[Y ] = E[(Y − µ)2] = E[Y 2 − 2µY + µ2]

= E[Y 2] − 2µE[Y ] + µ2 = E[Y 2] − E[Y ]2

• If Y1 ⊥ Y2

Var[Y1 + Y2] = E[(Y1 + Y2)2] − E[(Y1 + Y2)]2

= (E[Y 21 ] + 2 E[Y1Y2] + E[Y 22 ]) − (E[Y1]2 + 2 E[Y1]E[Y2] + E[Y2]2) = (E[Y 21 ] − E[Y1]2) + (E[Y 22 ] − E[Y2]2) =Var[Y1] +Var[Y2]

• Var[cY ] = c2Var[Y ], Var[c + Y ] =Var[Y ]

• The standard derivation σ = stddev[Y ] = Var[Y ]

For any Xi we have the expectation E[Xi] = 1·Pr[Xi = 1]+0·Pr[Xi = 0] = p, therefore E[Sn] = E n Xi =

i=1

n E[Xi] = np

i=1

Since the variance of Xi Var[Xi] = E[X2i ] − E[Xi]2 = p − p2 = p(1 − p) and Xi’s are not dependent, the variance of Sn is

Var[Sn] =Var n Xi =

i=1

n Var[Xi] = np(1 − p)

You might be interested in
(pls also provide an explanation for how i do this)
Marizza181 [45]

Answer:

slope = \frac{3}{4}

Step-by-step explanation:

Calculate the slope m using the slope formula

m = \frac{y_{2}-y_{1}  }{x_{2}-x_{1}  }

with (x₁, y₁ ) = (5, 3 ) and (x₂, y₂ ) = (9, 6 )

m = \frac{6-3}{9-5} = \frac{3}{4}

6 0
2 years ago
A line has a slope of -2/3and passes through the point (-3, 8). What is the equation of the line?
Pie

Answer:

y = -2/3 + 6

Step-by-step explanation:

Slope = -2/3

Point (- 3, 8)

b = 8 - (-2/3)(-3)

= 8 - 2

= 6

4 0
2 years ago
Ok but listen to streets by doja cat and vibeU-U
belka [17]

Answer:

aNd?

tHeREs mORe..

Step-by-step explanation:

3 0
3 years ago
Read 2 more answers
Use this figure to find the value of ∠FOD
mixer [17]
The answer is B
Since you know that BOD is a right angle add 12 And 15 and subtract your answer from 90

8 0
3 years ago
Find the total cost of a $40 meal at apple bees with a 10% tip
Flura [38]

Answer:

$44.00 hope this helps

Step-by-step explanation:

3 0
3 years ago
Read 2 more answers
Other questions:
  • What is the formula for ANOVA
    15·1 answer
  • What is the largest prime less then 120​
    10·1 answer
  • What is the expression (x-3)(x^2-3x-10) as a polynomial in standard form?
    8·1 answer
  • Anona hires a decorator to redecorate her bedroom. The decorator offers her 2 different plans: the basic plan has
    5·1 answer
  • Which ratios are equivalent to the given ratio? 9 : 36
    15·1 answer
  • 3 and 11<br> Find the midpoint
    10·1 answer
  • Simplify -3x^2-5x^2(4x^3-x^2)2
    11·1 answer
  • What equivalent to 8(3x + 2y) by the distributive property?
    12·1 answer
  • there are red and white roses in a vase 30% are red .there are 21 white roses.how many are there in total
    11·1 answer
  • Help! asap! algebra 2
    12·1 answer
Add answer
Login
Not registered? Fast signup
Signup
Login Signup
Ask question!