Statistics, Sets, Counting, Probability, Estimation and Series Flashcards

1
Q

average or (arithmetic) mean

A

the sum of the n numbers divided by n

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2
Q

median

A

order the numbers from least to greatest. If n is odd, the median is the middle number in the list. But if n is even, the median is the average of the two middle numbers.

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3
Q

mode

A

the number that occurs most often in a list.

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4
Q

statistics - range

A

The greatest value in data minus the least value

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5
Q

Standard deviation of n numbers

A
  1. Find their arithmetic mean
  2. Find the differences between the mean and each of the n numbers
  3. Square each difference
  4. Find the average of the squared differences
  5. Take the nonnegative square root of this average
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6
Q

statistics - frequency

A

How many times a value occurs in a data set

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7
Q

set

A

a collection of numbers or other things

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8
Q

elements

A

The items in the set

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9
Q

|S|

A

The number of elements in a finite set S

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10
Q

S is a subset of T

A

all the elements in a set S are also in a set T. This is written as S ⊆ T or by T ⊇ S.

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11
Q

union of two sets A and B

A

the set of all elements that are each in A or in B or both. The union is written as A ∪ B

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12
Q

intersection of two sets A and B

A

the set of all elements that are each in both A and B. The intersection is written as A ∩ B

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13
Q

Labels for two sets sharing no elements

A

disjoint or mutually exclusive

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14
Q

general addition rule for two sets

A

The number of elements in the union of two finite sets S and T is the number of elements in S, plus the number of elements in T, minus the number of elements in the intersection of S and T.

|S ∪ T| = |S| + |T| - |S ∩ T|

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15
Q

S and T are disjoint, then |S ∪T| =

A

|S| + |T|, since |S ∩ T| = 0.

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16
Q

Counting Methods - multiplication principle

A

The number of possible choices of one element apiece from sets A_1, A_2, …, A_n is |A_1| * |A_2| * … * |A_n|

17
Q

Equations for working with factorials

A

n! = (n − 1)!(n) and (n + 1)! = (n!)(n + 1)

18
Q

permutation

A

A set of n objects has n! permutations

19
Q

Combinations

20
Q

event (probability)

A

A set of an experiment’s possible outcomes

21
Q

P(E)

A

The probability P(E) of an event E is a number between 0 and 1, inclusive

22
Q

E is impossible

23
Q

E is certain

24
Q

P(not E)

A

1 − P(E)

25
P(E or F)
P(E) + P(F) - P(E and F)
26
Events E and F are mutually exclusive
1. No outcomes are in E ∩ F. 2. The event “E and F” is impossible: P(E and F) = 0 3. The special addition rule for the probability of two mutually exclusive events is P(E or F) = P(E) + P(F)
27
Two events E and F are independent
If neither changes the other's probability, P(E and F) = P(E)P(F)
28
P(E and F)
= P(E∩F), P(E|F)*P(F)
29
E is dependent on F if
P(E|F) <> P(E)
30
Conditional probability
The probability that E occurs if F occurs. P(E | F) = |E∩F| / |F|
31
If each outcome is equally likely, P(E) =
(the number of possible outcomes in E) / (the total number of possible outcomes)
32
sequence
An algebraic function whose domain contains only positive integers. A function a(n) that is a sequence can be written as a_n
33
The domain of an infinite sequence
Set of all positive integers
34
series
the sum of a sequence’s terms.
35
Infinite series
is the sum of the sequence’s infinitely many terms, a1 + a2 + a3 +` . . .
36
Partial sum
The sum of the first k terms of sequence a_n. Can be written as a_1 + . . . + a_k.
37
Strategy for calculating average
Use a fixed value. Add numbers above / below fixed value. Then subtract below from above. Average that number.