Probability
Chemical Kinetics
Exponential Decay
Linear Algebra
100

Suppose you roll 2 different die, each with 3 sides (with values 1, 2, 3). What is the probability that the sum of the numbers rolled is <= 4?

2/3 = 66.6%

100

How do you calculate the binomial coefficient nCk (n choose k)?

n!/(n-k)!k!

100

An atom has a 10% chance of decaying in one day. What is the probability of an atom decaying over two days?

1 - (p(surviving))^2

1 - (0.9)^2

0.19 = 19%

100

Find the eigenvectors and eigenvalues of 

[-6 3 ; 4 5]

Eigenvalues: 6, -7

Eigenvectors: [1 ; 4] [-3 ; 1]

200

What is the mathematical definition of two events being independent?

P(A&B) = P(A)*P(B)

200

What is the probability that exactly k molecules out of n are in a particular box at a particular timestep?

nCk * deltak * (1 - delta)k

200

An atom has a 15% chance of decaying in one day. What is the probability of an atom decaying over seven days?

1 - (p(surviving))^2

1-(0.85)^2

0.2775

27.75%

200

Find the eigenvalues and eigenvectors of 

[ 5 -3 ; 2 1]

Eigenvalues: 3 +/- root(2)*i

Eigenvectors: [ 3 +/- root(2)*i ; 2]

300

There are six cards face down. Two of them are red, while the remaining four are black. I pick three of them at random. What is the probability that I end up picking at least one of the red cards?

80%

300

What is the probability of never rolling a 1 on a 10 sided die?

36.7%

300

An atom has a 10% chance of decaying in one week. What is the probability of an atom decaying over one day?

(1-p)^7 = 90%

p = 1.49%

300

Find the eigenvectors and eigenvalues of 

[1 2 1 ; 6 -1 0 ; -1 -2 -1]

Eigenvalues: 0, 3, -4

Eigenvectors: [-1 ; -6 ; 13], [-2 ; -3 ; 2], [-1 ; 2 ; 1]

400

I shuffle a deck of cards and draw a hand of 7. What are the chances that I get at least one spade?

88.5%

400

Between 4 items, how many pairs of 2 can be created?

12

400

An atom has a 30% chance of decaying in one day. What is the probability of an atom decaying over one hour?

1.48% per hour

500

I shuffle a deck of cards and draw a hand of 7. What are the chances that I get at least one spade?

26.37%

500

Out of 8 elements, how many groups of 3 can be created?

56

500

An atom has a 30% chance of decaying in one hour. What is the probability of an atom decaying over one minute?

0.59% per minute

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