discrete math counting cheat sheet

{ r!(n-r)! >> Hence, the total number of permutation is $6 \times 6 = 36$. The number of ways to choose 3 men from 6 men is $^6C_{3}$ and the number of ways to choose 2 women from 5 women is $^5C_{2}$, Hence, the total number of ways is $^6C_{3} \times ^5C_{2} = 20 \times 10 = 200$. For example A = {1, 3, 9, 7} and B = {3, 1, 7, 9} are equal sets. Probability 78 Chapter 7. \renewcommand{\iff}{\leftrightarrow} xS@}WD"f<7.\$.iH(Rc'vbo*g1@9@I4_ F2 }3^C2>2B@>8JfWkn%;?t!yb C;.AIyir!zZn}Na;$t"2b {HEx}]Zg;'B!e>3B=DWw,qS9\ THi_WI04$-1cb Cartesian product of A and B is denoted by A B, is the set of all ordered pairs (a, b), where a belong to A and b belong to B. Mathematically, for any positive integers k and n: $^nC_{k} = ^n{^-}^1C_{k-1} + ^n{^-}^1{C_k}$, $= \frac{ (n-1)! } \newcommand{\vb}[1]{\vtx{below}{#1}} Let G be a connected planar simple graph with n vertices and m edges, and no triangles. <> <> on April 20, 2023, 5:30 PM EDT. Let q = a b and r = c d be two rational numbers written in lowest terms. /Length 1235 It is computed as follows: Generalization of the expected value The expected value of a function of a random variable $g(X)$ is computed as follows: $k^{th}$ moment The $k^{th}$ moment, noted $E[X^k]$, is the value of $X^k$ that we expect to observe on average on infinitely many trials. :oCH7ZG_ (SO/ FXe'%Dc,1@dEAeQj]~A+H~KdF'#.(5?w?EmD9jv|H ?K?*]ZrLbu7,J^(80~*@dL"rjx There are 6 men and 5 women in a room. WebDefinitions. Sum of degree of all vertices is equal to twice the number of edges.4. of relations =2mn7. How many anagrams are there of anagram? xY8_1ow>;|D@`a%e9l96=u=uQ To prove A is the subset of B, we need to simply show that if x belongs to A then x also belongs to B.To prove A is not a subset of B, we need to find out one element which is part of set A but not belong to set B. (\frac{ k } { k!(n-k)! } From a night class at Fordham University, NYC, Fall, 2008. We have: Covariance We define the covariance of two random variables $X$ and $Y$, that we note $\sigma_{XY}^2$ or more commonly $\textrm{Cov}(X,Y)$, as follows: Correlation By noting $\sigma_X, \sigma_Y$ the standard deviations of $X$ and $Y$, we define the correlation between the random variables $X$ and $Y$, noted $\rho_{XY}$, as follows: Remark 1: we note that for any random variables $X, Y$, we have $\rho_{XY}\in[-1,1]$. He may go X to Y by either 3 bus routes or 2 train routes. Cumulative distribution function (CDF) The cumulative distribution function $F$, which is monotonically non-decreasing and is such that $\underset{x\rightarrow-\infty}{\textrm{lim}}F(x)=0$ and $\underset{x\rightarrow+\infty}{\textrm{lim}}F(x)=1$, is defined as: Remark: we have $P(a < X\leqslant B)=F(b)-F(a)$. 25 0 obj << Bayes' rule For events $A$ and $B$ such that $P(B)>0$, we have: Remark: we have $P(A\cap B)=P(A)P(B|A)=P(A|B)P(B)$. Counting rules Discrete probability distributions In probability, a discrete distribution has either a finite or a countably infinite number of possible values. Pigeonhole Principle states that if there are fewer pigeon holes than total number of pigeons and each pigeon is put in a pigeon hole, then there must be at least one pigeon hole with more than one pigeon. ?,%"oa)bVFQlBb60f]'1lRY/@qtNK[InziP Yh2Ng/~1]#rcpI!xHMK)1zX.F+2isv4>_Jendstream @ys(5u$E$VY(@[Y+J(or(0ze7+s([nlY+J(or(0zemFGn2+%f mEH(X The no. endobj \newcommand{\R}{\mathbb R} 1 Sets and Lists 2 Binomial Coefcients 3 Equivalence Relations Homework Assignments 4 1 Sets and Lists Combination: A combination of a set of distinct objects is just a count of the number of ways a specific number of elements can be selected from a set of a certain size. \dots (a_r!)]$. Then, number of permutations of these n objects is = $n! Solution There are 3 vowels and 3 consonants in the word 'ORANGE'. Here's how they described it: Equations commonly used in Discrete Math. WebThe Discrete Math Cheat Sheet was released by Dois on Cheatography. Hence, there are (n-2) ways to fill up the third place. The Rule of Sum If a sequence of tasks $T_1, T_2, \dots, T_m$ can be done in $w_1, w_2, \dots w_m$ ways respectively (the condition is that no tasks can be performed simultaneously), then the number of ways to do one of these tasks is $w_1 + w_2 + \dots +w_m$. Agree /ProcSet [ /PDF /Text ] of functions from A to B = nm2. The cardinality of the set is 6 and we have to choose 3 elements from the set. /Type /ObjStm of connected components in graph with n vertices = n5. /First 812 We make use of First and third party cookies to improve our user experience. In general, use the form of bijection function =n!6. Complemented Lattice : Every element has complement17. We can also write N+= {x N : x > 0}. Axiom 1 Every probability is between 0 and 1 included, i.e: Axiom 2 The probability that at least one of the elementary events in the entire sample space will occur is 1, i.e: Axiom 3 For any sequence of mutually exclusive events $E_1, , E_n$, we have: Permutation A permutation is an arrangement of $r$ objects from a pool of $n$ objects, in a given order. Generalized Permutations and Combinations 73 5.4. Suppose that the national senate consists of 100 members, 44 of which are Demonstrators and 56 of which are Rupudiators. A set A is said to be subset of another set B if and only if every element of set A is also a part of other set B.Denoted by .A B denotes A is a subset of B. Download the PDF version here. element of the domain. In complete bipartite graph no. Before tackling questions like these, let's look at the basics of counting. of reflexive relations =2n(n-1)8. WebCheat Sheet of Mathemtical Notation and Terminology Logic and Sets Notation Terminology Explanation and Examples a:=b dened by The objectaon the side of the colon is dened byb. /\: [(2!) /SMask /None>> Then, The binomial expansion using Combinatorial symbols. #p Na~ Z&+K@"SLr4!rb1J"\]d``xMl-|K << WebStep 1: Discrete Math Cram Sheet/Cheat Sheet/Study Sheet/Study Guide in PDF. Affordable solution to train a team and make them project ready. }$, $= (n-1)! 2 0 obj << 2195 stream /Creator () Here it means the absolute value of x, ie. x[yhuv*Nff&oepDV_~jyL?wi8:HFp6p|haN3~&/v3Nxf(bI0D0(54t,q(o2f:Ng #dC'~846]ui=o~{nW] \newcommand{\Iff}{\Leftrightarrow} >> endobj (nr+1)! No. of irreflexive relations = 2n(n-1), 15. \newcommand{\U}{\mathcal U} $c62MC*u+Z WebIn the following sections, we are going to keep the same notations as before and the formulas will be explicitly detailed for the discrete (D) and continuous (C) cases. A graph is euler graph if it there exists atmost 2 vertices of odd degree9. From his home X he has to first reach Y and then Y to Z. Prove the following using a proof by contrapositive: Let x be a rational number. We say that $\{A_i\}$ is a partition if we have: Remark: for any event $B$ in the sample space, we have $\displaystyle P(B)=\sum_{i=1}^nP(B|A_i)P(A_i)$. /Producer ( w k h t m l t o p d f) Now, it is known as the pigeonhole principle. The permutation will be = 123, 132, 213, 231, 312, 321, The number of permutations of n different things taken r at a time is denoted by $n_{P_{r}}$. The Inclusion-exclusion principle computes the cardinal number of the union of multiple non-disjoint sets. ~C'ZOdA3,3FHaD%B,e@,*/x}9Scv\`{]SL*|)B(u9V|My\4 Xm$qg3~Fq&M?D'Clk +&$.U;n8FHCfQd!gzMv94NU'M`cU6{@zxG,,?F,}I+52XbQN0.''f>:Vn(g."]^{\p5,`"zI%nO. Thank you - hope it helps. Pascal's Identity. WebReference Sheet for Discrete Maths PropositionalCalculus Orderofdecreasingbindingpower: =,:,^/_,)/(, /6 . *3-d[\HxSi9KpOOHNn uiKa, It is determined as follows: Standard deviation The standard deviation of a random variable, often noted $\sigma$, is a measure of the spread of its distribution function which is compatible with the units of the actual random variable. Hence from X to Z he can go in $5 \times 9 = 45$ ways (Rule of Product). The remaining 3 vacant places will be filled up by 3 vowels in $^3P_{3} = 3! Representations of Graphs 88 7.3. on Introduction. Combinatorics is the branch of Mathematics dealing with the study of finite or countable discrete structures. Definitions // Set A contains elements 1,2 and 3 A = {1,2,3} Harold's Cheat Sheets "If you can't explain it simply, you don't understand it well enough." /Filter /FlateDecode WebBefore tackling questions like these, let's look at the basics of counting. endobj Find the number of subsets of the set $\lbrace1, 2, 3, 4, 5, 6\rbrace$ having 3 elements. \definecolor{fillinmathshade}{gray}{0.9} Learn more. 5 0 obj this looks promising :), Reply So, $|A|=25$, $|B|=16$ and $|A \cap B|= 8$. WebBefore tackling questions like these, let's look at the basics of counting. For solving these problems, mathematical theory of counting are used. /Type /Page }28U*~5} Kryi1#8VVN]dVOJGl\+rlN|~x lsxLw:j(b"&3X]>*~RrKa! The Pigeonhole Principle 77 Chapter 6. endobj of ways to fill up from first place up to r-th-place , $n_{ P_{ r } } = n (n-1) (n-2).. (n-r + 1)$, $= [n(n-1)(n-2) (n-r + 1)] [(n-r)(n-r-1) \dots 3.2.1] / [(n-r)(n-r-1) \dots 3.2.1]$. Counting problems may be hard, and easy solutions are not obvious Approach: simplify the solution by decomposing the problem Two basic decomposition rules: Product rule A count decomposes into a sequence of dependent counts (each element in the first count is associated with all elements of the second count) Sum rule Paths and Circuits 91 3 /AIS false Event Any subset $E$ of the sample space is known as an event. A permutation is an arrangement of some elements in which order matters. on April 20, 2023, 5:30 PM EDT. xm=j0 gRR*9BGRGF. Web2362 Education Cheat Sheets. % of edges required = {(n-1)*(n-2)/2 } + 18. Rsolution chap02 - Corrig du chapitre 2 de benson Physique 2; CCNA 1 v7 Modules 16 17 Building and Securing a Small Network Exam Answers; Processing and value addition in ornamental flower crops (2019-AJ-66) Chapitre 3 r ponses (STE) Homework 9.3 a b. /Filter /FlateDecode Hence, a+c b+d(modm)andac bd(modm). Get up and running with ChatGPT with this comprehensive cheat sheet. /Filter /FlateDecode stream Proof : Assume that m and n are both squares. >> of edges =m*n3. This implies that there is some integer k such that n = 2k + 1. Different three digit numbers will be formed when we arrange the digits. WebDiscrete Math Cram Sheet alltootechnical.tk 7.2 Binomial Coefcients The binomial coefcient (n k) can be dened as the co-efcient of the xk term in the polynomial WebLet an = rn and substitute for all a terms to get Dividing through by rn2 to get Now we solve this polynomial using the quadratic equation Solve for r to obtain the two roots 1, 2 which is the same as A A +4 B 2 2 r= o If they are distinct, then we get o If they are the same, then we get Now apply initial conditions Graph Theory Types of Graphs By using our site, you In this case the sign means that a divides b, or that b a is an integer. endobj $|A \cup B| = |A| + |B| - |A \cap B| = 25 + 16 - 8 = 33$. Basic Principles 69 5.2. Discrete Math Cheat Sheet by Dois via cheatography.com/11428/cs/1340/ Complex Numbers j = -1 j = -j j = 1 z = a + bj z = r(sin + jsin) z = re tan b/a = A cos a/r Power SetsThe power set is the set all possible subset of the set S. Denoted by P(S).Example: What is the power set of {0, 1, 2}?Solution: All possible subsets{}, {0}, {1}, {2}, {0, 1}, {0, 2}, {1, 2}, {0, 1, 2}.Note: Empty set and set itself is also the member of this set of subsets. How many integers from 1 to 50 are multiples of 2 or 3 but not both? /SA true By noting $f$ and $F$ the PDF and CDF respectively, we have the following relations: Continuous case Here, $X$ takes continuous values, such as the temperature in the room. 1.1 Additive and Multiplicative Principles 1.2 Binomial Coefficients 1.3 Combinations and Permutations 1.4 Combinatorial Proofs 1.5 Stars and Bars 1.6 Advanced Counting Using PIE endobj /Type /Page of symmetric relations = 2n(n+1)/29. Here, the ordering does not matter. &@(BR-c)#b~9md@;iR2N {\TTX|'Wv{KdB?Hs}n^wVWZND+->TLqzZt,[kS3#P:OJ6NzW"OR]a'Q~%>6 WebSincea b(modm)andc d(modm), by the Theorem abovethere are integerssandt withb=a+smandd=c+tm. ]\}$ be a partition of the sample space. }$$. Solution There are 6 letters word (2 E, 1 A, 1D and 2R.) \newcommand{\inv}{^{-1}} These are my notes created after giving the same lesson 4-5 times in one week. \newcommand{\card}[1]{\left| #1 \right|} \renewcommand{\bar}{\overline} | x | = { x if x 0 x if x < 0. So an enthusiast can read, with a title, short definition and then formula & transposition, then repeat. Necessary condition for bijective function |A| = |B|5. \). Discrete case Here, $X$ takes discrete values, such as outcomes of coin flips. acknowledge that you have read and understood our, Data Structure & Algorithm Classes (Live), Data Structures & Algorithms in JavaScript, Data Structure & Algorithm-Self Paced(C++/JAVA), Full Stack Development with React & Node JS(Live), Android App Development with Kotlin(Live), Python Backend Development with Django(Live), DevOps Engineering - Planning to Production, GATE CS Original Papers and Official Keys, ISRO CS Original Papers and Official Keys, ISRO CS Syllabus for Scientist/Engineer Exam, Mathematics | Introduction to Propositional Logic | Set 1, Discrete Mathematics Applications of Propositional Logic, Difference between Propositional Logic and Predicate Logic, Mathematics | Predicates and Quantifiers | Set 1, Mathematics | Some theorems on Nested Quantifiers, Mathematics | Set Operations (Set theory), Mathematics | Sequence, Series and Summations, Mathematics | Representations of Matrices and Graphs in Relations, Mathematics | Introduction and types of Relations, Mathematics | Closure of Relations and Equivalence Relations, Permutation and Combination Aptitude Questions and Answers, Discrete Maths | Generating Functions-Introduction and Prerequisites, Inclusion-Exclusion and its various Applications, Project Evaluation and Review Technique (PERT), Mathematics | Partial Orders and Lattices, Mathematics | Probability Distributions Set 1 (Uniform Distribution), Mathematics | Probability Distributions Set 2 (Exponential Distribution), Mathematics | Probability Distributions Set 3 (Normal Distribution), Mathematics | Probability Distributions Set 5 (Poisson Distribution), Mathematics | Graph Theory Basics Set 1, Mathematics | Walks, Trails, Paths, Cycles and Circuits in Graph, Mathematics | Independent Sets, Covering and Matching, How to find Shortest Paths from Source to all Vertices using Dijkstras Algorithm, Introduction to Tree Data Structure and Algorithm Tutorials, Prims Algorithm for Minimum Spanning Tree (MST), Kruskals Minimum Spanning Tree (MST) Algorithm, Tree Traversals (Inorder, Preorder and Postorder), Travelling Salesman Problem using Dynamic Programming, Check whether a given graph is Bipartite or not, Eulerian path and circuit for undirected graph, Fleurys Algorithm for printing Eulerian Path or Circuit, Chinese Postman or Route Inspection | Set 1 (introduction), Graph Coloring | Set 1 (Introduction and Applications), Check if a graph is Strongly, Unilaterally or Weakly connected, Handshaking Lemma and Interesting Tree Properties, Mathematics | Rings, Integral domains and Fields, Topic wise multiple choice questions in computer science, A graph is planar if and only if it does not contain a subdivision of K. Let G be a connected planar graph, and let n, m and f denote, respectively, the numbers of vertices, edges, and faces in a plane drawing of G. Then n m + f = 2. ]8$_v'6\2V1A) cz^U@2"jAS?@nF'8C!g1ZF%54fI4HIs e"@hBN._4~[E%V?#heH1P|'?0D#jX4Ike+{7fmc"Y$c1Fj%OIRr2^0KS)6,u`k*2D8X~@ @49d)S!Y+ad~T3=@YA )w[Il35yNrk!3PdsoZ@iqFd39|x;MUqK.-DbV]kx7VqD[h6Y[r]sd}?%endstream Discrete Mathematics - Counting Theory 1 The Rules of Sum and Product. The Rule of Sum and Rule of Product are used to decompose difficult counting problems into simple problems. 2 Permutations. A permutation is an arrangement of some elements in which order matters. 3 Combinations. 4 Pascal's Identity. 5 Pigeonhole Principle. /Parent 22 0 R /Length 7 0 R Examples:x:= 5means thatxis dened to be5, orf.x/ :=x2 *1means that the functionf is dened to bex2 * 1, orA:= ^1;5;7means that the setAis dened to For example, if a student wants to count 20 items, their stable list of numbers must be to at least 20. of asymmetric relations = 3n(n-1)/211. If there are n elements of which $a_1$ are alike of some kind, $a_2$ are alike of another kind; $a_3$ are alike of third kind and so on and $a_r$ are of $r^{th}$ kind, where $(a_1 + a_2 + a_r) = n$. Below is a quick refresher on some math tools and problem-solving techniques from 240 (or other prereqs) that well assume knowledge of for the PSets. Get up and running with ChatGPT with this comprehensive cheat sheet. >> If n pigeons are put into m pigeonholes where n > m, there's a hole with more than one pigeon. <> Combinatorics 71 5.3. of Anti Symmetric Relations = 2n*3n(n-1)/210. WebCPS102 DISCRETE MATHEMATICS Practice Final Exam In contrast to the homework, no collaborations are allowed. How many ways are there to go from X to Z? /Decode [1 0] in the word 'READER'. of spanning tree possible = nn-2. A relation is an equivalence if, 1. Let G be a connected planar simple graph with n vertices, where n ? Pascal's identity, first derived by Blaise Pascal in 17th century, states that the number of ways to choose k elements from n elements is equal to the summation of number of ways to choose (k-1) elements from (n-1) elements and the number of ways to choose elements from n-1 elements. Webdiscrete math counting cheat sheet.pdf - | Course Hero University of California, Los Angeles MATH MATH 61 discrete math counting cheat sheet.pdf - discrete math xmT;s1Wli+,[-:^Q1GL$E=>]KC}{~=ogwh=9-} }pNY@z }>c? Probability density function (PDF) The probability density function $f$ is the probability that $X$ takes on values between two adjacent realizations of the random variable. o[rgQ *q$E$Y:CQJ.|epOd&\AT"y@$X stream A poset is called Lattice if it is both meet and join semi-lattice16. Sample space The set of all possible outcomes of an experiment is known as the sample space of the experiment and is denoted by $S$. /CA 1.0 Expected value The expected value of a random variable, also known as the mean value or the first moment, is often noted $E[X]$ or $\mu$ and is the value that we would obtain by averaging the results of the experiment infinitely many times. >> endobj \newcommand{\Z}{\mathbb Z} /Length 58 No. 9 years ago Simple is harder to achieve. Now we want to count large collections of things quickly and precisely. Set DifferenceDifference between sets is denoted by A B, is the set containing elements of set A but not in B. i.e all elements of A except the element of B.ComplementThe complement of a set A, denoted by , is the set of all the elements except A. Complement of the set A is U A. GroupA non-empty set G, (G, *) is called a group if it follows the following axiom: |A| = m and |B| = n, then1. Hence, the number of subsets will be $^6C_{3} = 20$. There are $50/6 = 8$ numbers which are multiples of both 2 and 3. No. >> endobj \renewcommand{\v}{\vtx{above}{}} How many different 10 lettered PAN numbers can be generated such that the first five letters are capital alphabets, the next four are digits and the last is again a capital letter. Minimum no. \newcommand{\amp}{&} You can use all your notes, calcu-lator, and any books you 24 0 obj << Share it with us! /Resources 23 0 R Math/CS cheat sheet. /Subtype /Image )$. >> +(-1)m*(n, C, n-1), if m >= n; 0 otherwise4. \newcommand{\va}[1]{\vtx{above}{#1}} After filling the first and second place, (n-2) number of elements is left. (c) Express P(k + 1). Discrete Math 1: Set Theory Cheat Sheet Photo by Gabby K from Pexels (not actually discrete math) 1. stream So, $| X \cup Y | = 50$, $|X| = 24$, $|Y| = 36$, $|X \cap Y| = |X| + |Y| - |X \cup Y| = 24 + 36 - 50 = 60 - 50 = 10$. Variance The variance of a random variable, often noted Var$(X)$ or $\sigma^2$, is a measure of the spread of its distribution function. WebProof : Assume that n is an odd integer. on April 20, 2023, 5:30 PM EDT. / [(a_1!(a_2!) DMo`6X\uJ.~{y-eUo=}CLU6$Pendstream WebCounting things is a central problem in Discrete Mathematics. 23 0 obj << A country has two political parties, the Demonstrators and the Repudiators. The permutation will be $= 6! 1 0 obj /SM 0.02 Then m 2n 4. xWn7Wgv /Length 530 Bipartite Graph : There is no edges between any two vertices of same partition . Axioms of probability For each event $E$, we denote $P(E)$ as the probability of event $E$ occurring. stream That \newcommand{\B}{\mathbf B} WebChapter 5. Size of a SetSize of a set can be finite or infinite. No. How many ways can you distribute \(10\) girl scout cookies to \(7\) boy scouts? For complete graph the no . | x |. Discrete Mathematics Applications of Propositional Logic; Difference between Propositional Logic and Predicate Logic; Mathematics | Propositional /N 100 Helps to encode it into the brain. @>%c0xC8a%k,s;b !AID/~ In this case it is written with just the | symbol. %PDF-1.5 CS160 - Fall Semester 2015. WebDiscrete and Combinatorial Mathematics. 17 0 obj That is, an event is a set consisting of possible outcomes of the experiment. This ordered or stable list of counting words must be at least as long as the number of items to be counted. Extended form of Bayes' rule Let $\{A_i, i\in[\![1,n]\! stream How to Build a Montessori Bookshelf With Just 2 Plywood Sheets. 9 years ago Equal setsTwo sets are said to be equal if both have same elements. 'A`zH9sOoH=%()+[|%+&w0L1UhqIiU\|IwVzTFGMrRH3xRH`zQAzz`l#FSGFY'PS$'IYxu^v87(|q?rJ("?u1#*vID =HA`miNDKH;8&.2_LcVfgsIVAxx$A,t([k9QR$jmOX#Q=s'0z>SUxH-5OPuVq+"a;F} Graph Theory 82 7.1. Counting 69 5.1. /MediaBox [0 0 612 792] From there, he can either choose 4 bus routes or 5 train routes to reach Z. Course Hero is not sponsored or endorsed by any college or university. The cardinality of A B is N*M, where N is the Cardinality of A and M is the cardinality of B. UnionUnion of the sets A and B, denoted by A B, is the set of distinct element belongs to set A or set B, or both. of onto function =nm (n, C, 1)*(n-1)m + (n, C, 2)*(n-2)m . /Width 156 There must be at least two people in a class of 30 whose names start with the same alphabet. Note that zero is an even number, so a string. \newcommand{\imp}{\rightarrow} \(\renewcommand{\d}{\displaystyle} % of edges to have connected graph with n vertices = n-17. \newcommand{\lt}{<} /Contents 25 0 R To guarantee that a graph with n vertices is connected, minimum no. xVO8~_1o't?b'jr=KhbUoEj|5%$$YE?I:%a1JH&$rA?%IjF d 3 and m edges. Prove that if xy is irrational, then y is irrational. Then(a+b)modm= ((amodm) + 1 0 obj << Partition Let $\{A_i, i\in[\![1,n]\! WebThe ultimate cheat sheet - the shortest possible document which basically covers all of maths from say algebra to whatever comes after calculus. /Font << /F17 6 0 R /F18 9 0 R /F15 12 0 R /F7 15 0 R /F8 18 0 R /F37 21 0 R >> '1g[bXlF) q^|W*BmHYGd tK5A+(R%9;P@2[P9?j28C=r[%\%U08$@`TaqlfEYCfj8Zx!`,O%L v+ ]F$Dx U. If the outcome of the experiment is contained in $E$, then we say that $E$ has occurred. No. From a set S ={x, y, z} by taking two at a time, all permutations are , We have to form a permutation of three digit numbers from a set of numbers $S = \lbrace 1, 2, 3 \rbrace$. No. << Hence, there are 10 students who like both tea and coffee. I strongly believe that simple is better than complex. The number of such arrangements is given by $P(n, r)$, defined as: Combination A combination is an arrangement of $r$ objects from a pool of $n$ objects, where the order does not matter. 5 0 obj << = 6$ ways. No. { (k-1)!(n-k)! } Minimum number of connected components =, 6. IntersectionThe intersection of the sets A and B, denoted by A B, is the set of elements belongs to both A and B i.e. For $k, \sigma>0$, we have the following inequality: Discrete distributions Here are the main discrete distributions to have in mind: Continuous distributions Here are the main continuous distributions to have in mind: Joint probability density function The joint probability density function of two random variables $X$ and $Y$, that we note $f_{XY}$, is defined as follows: Marginal density We define the marginal density for the variable $X$ as follows: Cumulative distribution We define cumulative distrubution $F_{XY}$ as follows: Conditional density The conditional density of $X$ with respect to $Y$, often noted $f_{X|Y}$, is defined as follows: Independence Two random variables $X$ and $Y$ are said to be independent if we have: Moments of joint distributions We define the moments of joint distributions of random variables $X$ and $Y$ as follows: Distribution of a sum of independent random variables Let $Y=X_1++X_n$ with $X_1, , X_n$ independent.

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