If I load the dataset below and execute the following code collapse (mean) outcome, by(treat session) Then the resulting dataset will have how many observations total? treat outcome session 1 1 5.995928 1 2 1 8.883919 2 3 1 2.842385 1 4 1 9.034828 2 5 0 6.260192 1 6 0 4.328012 2 7 0 8.655678 1 8 0 4.522437 2
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- In a special case of a permutation cipher, we take a message, M, and write its letters in an s× t table, in a row-major fashion, and then let the ciphertext be a column-major listing of the entries in the table. For example, to encrypt the message ATTACKATDAWN, using a 3 × 4 table, we would write the message as ATTA CKAT DAWN and then write down the ciphertext as ACDTKATAWATN. The secret key in this cryptosystem is the pair (s, t). How is decryption done in this cryptosystem? Also, how hard would it be to attack this cryptosystem using a ciphertext-only attack?Develop a performance-testing client that takesan int value T from the command line and performs T trials of the following experiement: generate the connections in an N-by-Nsquare grid, randomly oriented and in random order, then use UnionFind to determineconnectivity as in our development client, looping until all sites are connected. For eachN, print the value of N, the average number of connections processed, and the ratio ofthe running time to the previous. Use your program to validate the hypotheses in thetext that the running times for quick-find and quick-union are quadratic and weightedquick-union is near-linear. Note : As N doubles, the number of sites in the grid increasesby a factor of 4, so expect a doubling factor of 16 for quadratic and 4 for linear.Since the default implementation of contains() calls get(),the inner loop of FrequencyCounterif (!st.contains(word)) st.put(word, 1);else st.put(word, st.get(word) + 1);leads to two or three searches for the same key. To enable clear client code like thiswithout sacrificing efficiency, we can use a technique known as software caching, wherewe save the location of the most recently accessed key in an instance variable. ModifySequentialSearchST and BinarySearchST to take advantage of this idea.
- Say you are given a hash function that produces a 224-bit digest, along with a message digest d. Using random guessing, how long would you expect it to take to find a preimage? Say you are given a 224-bit hash function as in the previous question. Using random guessing, roughly how long should it take to find two messages with the same digest?Write a client that takes integers M, N, and T as input andruns the following experiment T times: Generate a random pattern of length M and arandom text of length N, counting the number of character compares used by KMP tosearch for the pattern in the text. Instrument KMP to provide the number of compares,and print the average count for the T trials.Which of the following statements about hash pointers in Blockchain is CORRECT? A. A hash pointer is only used to retrieve the information. B. A hash pointer is only used to verify that the information in the previous block hasn't been changed. C. In the blockchain, the head of the list is a regular hash‐pointer that points to the first data block created in the network. D. In the blockchain, if an attacker tampers a block without modifying other blocks, then we cannot detect the change.
- Check whether the given schedule S is conflict serializable or not- S : R1(A) , R2(A) , R1(B) , R2(B) , R3(B) , W1(A) , W2(B), W3(B),W3(A). S: R2(X) , W3(X) commit, W1(X) Commit, W2(Y), R2(Z) Commit, R4(X), R4(Y), R5(Z), W1(Z). S: R4(A), R2(A), R3(A), W1(B), W2(A), R3(B), W2(B), W3(A), W4(B)Implement a dynamically resizable hash table to store book names and 10-digit ISBN numbers. Use an initial table size of 11 and a load factor of 0.70. Use the extraction method with division using the last three digits of the ISBN as the first hash address. For a collision, use linear probing. For your testing, make sure you deliberately code ISBNs so that collisions will occur, and demonstrate how the same set of values can result in different hashes, depending on the order in which they are added. Test adding items until the hash table must be resized. Test finding and removing items from the hash table.Write a TrieST client (with R = 10) that takes ascommand line argument an int value N and prints N random phone numbers of theform (xxx) xxx-xxxx. Use a symbol table to avoid choosing the same number morethan once. Use the file AreaCodes.txt from the booksite to avoid printing out bogusarea codes.
- **GIVEN MESSAGE IS CAB2; IT IS NOT AB12**This homework relates to hash functions for block ciphers (sec 11.3.2) Block size = 8 bits Hash size = 8 bits Encryption function: Divide the key into two halves: LK and RK; Divide the plaintext into twohalves: LT and RT; Then ciphertext= LC||RC where LC=LK XOR RT; and RC = RK XOR LT;where LC, RC, LT, and RT are each 4 bits; Plaintext and ciphertext are each 8 bits. g(H) = an 8-bit string that is equal to the complement of bits in H; For example, if H=A3 (Hexa)= 10100011 (binary); then g(H)= 01011100 H0 = Initial hash = 11001010Given a message m: CAB2 (in Hexa);Q1. Determine the hash (in hexadecimal) of the message M using Martyas-Meyer-Oseas hashfunction (Fig. 11.7).Q2. Determine the hash (in hexadecimal) of the message M using Davis-Meyer hash function(Fig. 11.6)Q3. Determine the hash (in hexadecimal) of the message M using Migayuchi-Preneel hashfunction (Fig. 11.6) **GIVEN MESSAGE IS CAB2; IT IS NOT AB12****GIVEN MESSAGE IS CAB2; IT IS NOT AB12**This homework relates to hash functions for block ciphers (sec 11.3.2) Block size = 8 bits Hash size = 8 bits Encryption function: Divide the key into two halves: LK and RK; Divide the plaintext into twohalves: LT and RT; Then ciphertext= LC||RC where LC=LK XOR RT; and RC = RK XOR LT;where LC, RC, LT, and RT are each 4 bits; Plaintext and ciphertext are each 8 bits. g(H) = an 8-bit string that is equal to the complement of bits in H; For example, if H=A3 (Hexa)= 10100011 (binary); then g(H)= 01011100 H0 = Initial hash = 11001010Given a message m: CAB2 (in Hexa); Q.3 Determine the hash (in hexadecimal) of the message M using Migayuchi-Preneel hashfunction (Fig. 11.6)Take for instance the database of an airline that uses "snapshot isolation" as an example. If the overall performance of the airline can be improved, non-serializable executions could be acceptable as a solution.