Find the Conditional Probability About Math Exam Experiment
Problem 740
A researcher conducted the following experiment. Students were grouped into two groups. The students in the first group had more than 6 hours of sleep and took a math exam. The students in the second group had less than 6 hours of sleep and took the same math exam.
The pass rate of the first group was twice as big as the second group. Suppose that $60\%$ of the students were in the first group. What is the probability that a randomly selected student belongs to the first group if the student passed the exam?

What is the Probability that Selected Coin was Two-Headed?
Problem 739
There are three coins in a box. The first coin is two-headed. The second one is a fair coin. The third one is a biased coin that comes up heads $75\%$ of the time. When one of the three coins was picked at random from the box and tossed, it landed heads.
What is the probability that the selected coin was the two-headed coin?

If a Smartphone is Defective, Which Factory Made It?
Problem 738
A certain model of smartphone is manufactured by three factories A, B, and C. Factories A, B, and C produce $60\%$, $25\%$, and $15\%$ of the smartphones, respectively. Suppose that their defective rates are $5\%$, $2\%$, and $7\%$, respectively.
If a smartphone of this model is found out to be detective, what is the probability that this smartphone was manufactured in factory C?

If At Least One of Two Coins Lands Heads, What is the Conditional Probability that the First Coin Lands Heads?
Problem 737
Two fair coins are tossed. Given that at least one of them lands heads, what is the conditional probability that the first coin lands heads?

Probability of Having Lung Cancer For Smokers
Problem 736
Let $C$ be the event that a randomly chosen person has lung cancer. Let $S$ be the event of a person being a smoker.
Suppose that 10% of the population has lung cancer and 20% of the population are smokers. Also, suppose that we know that 70% of all people who have lung cancer are smokers.
Then determine the probability of a person having lung cancer given that the person is a smoker.

Overall Fraction of Defective Smartphones of Three Factories
Problem 735
A certain model of smartphone is manufactured by three factories A, B, and C. Factories A, B, and C produce $60\%$, $25\%$, and $15\%$ of the smartphones, respectively.
Suppose that their defective rates are $5\%$, $2\%$, and $7\%$, respectively. Determine the overall fraction of defective smartphones of this model.

Complement of Independent Events are Independent
Problem 734
Let $E$ and $F$ be independent events. Let $F^c$ be the complement of $F$.
Prove that $E$ and $F^c$ are independent as well.

Independent and Dependent Events of Three Coins Tossing
Problem 733
Suppose that three fair coins are tossed. Let $H_1$ be the event that the first coin lands heads and let $H_2$ be the event that the second coin lands heads. Also, let $E$ be the event that exactly two coins lands heads in a row.
For each pair of these events, determine whether they are independent or not.

Independent Events of Playing Cards
Problem 732
A card is chosen randomly from a deck of the standard 52 playing cards.
Let $E$ be the event that the selected card is a king and let $F$ be the event that it is a heart.
Prove or disprove that the events $E$ and $F$ are independent.

Jewelry Company Quality Test Failure Probability
Problem 731
A jewelry company requires for its products to pass three tests before they are sold at stores. For gold rings, 90 % passes the first test, 85 % passes the second test, and 80 % passes the third test. If a product fails any test, the product is thrown away and it will not take the subsequent tests. If a gold ring failed to pass one of the tests, what is the probability that it failed the second test?

What is the Probability that All Coins Land Heads When Four Coins are Tossed If…?
Problem 730
Four fair coins are tossed.
(1) What is the probability that all coins land heads?
(2) What is the probability that all coins land heads if the first coin is heads?
(3) What is the probability that all coins land heads if at least one coin lands heads?

Pick Two Balls from a Box, What is the Probability Both are Red?
Problem 729
There are three blue balls and two red balls in a box.
When we randomly pick two balls out of the box without replacement, what is the probability that both of the balls are red?

Conditional Probability Problems about Die Rolling
Problem 728
A fair six-sided die is rolled.
(1) What is the conditional probability that the die lands on a prime number given the die lands on an odd number?
(2) What is the conditional probability that the die lands on 1 given the die lands on a prime number?

Probability Problems about Two Dice
Problem 727
Two fair and distinguishable six-sided dice are rolled.
(1) What is the probability that the sum of the upturned faces will equal $5$?
(2) What is the probability that the outcome of the second die is strictly greater than the first die?

The Number of Elements in a Finite Field is a Power of a Prime Number
Problem 726
Let $\F$ be a finite field of characteristic $p$.
Prove that the number of elements of $\F$ is $p^n$ for some positive integer $n$.

The Zero is the only Nilpotent Element of the Quotient Ring by its Nilradical
Problem 725
Prove that if $R$ is a commutative ring and $\frakN(R)$ is its nilradical, then the zero is the only nilpotent element of $R/\frakN(R)$. That is, show that $\frakN(R/\frakN(R))=0$.

Three Equivalent Conditions for an Ideal is Prime in a PID
Problem 724
Let $R$ be a principal ideal domain. Let $a\in R$ be a nonzero, non-unit element. Show that the following are equivalent.
(1) The ideal $(a)$ generated by $a$ is maximal.
(2) The ideal $(a)$ is prime.
(3) The element $a$ is irreducible.

Every Prime Ideal of a Finite Commutative Ring is Maximal
Problem 723
Let $R$ be a finite commutative ring with identity $1$. Prove that every prime ideal of $R$ is a maximal ideal of $R$.

If the Nullity of a Linear Transformation is Zero, then Linearly Independent Vectors are Mapped to Linearly Independent Vectors
Problem 722
Let $T: \R^n \to \R^m$ be a linear transformation.
Suppose that the nullity of $T$ is zero.
If $\{\mathbf{x}_1, \mathbf{x}_2,\dots, \mathbf{x}_k\}$ is a linearly independent subset of $\R^n$, then show that $\{T(\mathbf{x}_1), T(\mathbf{x}_2), \dots, T(\mathbf{x}_k) \}$ is a linearly independent subset of $\R^m$.

Find All Values of $x$ such that the Matrix is Invertible
Problem 721
Given any constants $a,b,c$ where $a\neq 0$, find all values of $x$ such that the matrix $A$ is invertible if
\[
A=
\begin{bmatrix}
1 & 0 & c \\
0 & a & -b \\
-1/a & x & x^{2}
\end{bmatrix}
.
\]
