Decision Science – Hire Academic Expert

Decision Science
June 2022 Examination

Question 1. Three airlines serve a Srinagar. Airline ‘Amira’ has 50% of all the scheduled flights, airline ‘Biyas’ has 30%, and airline ‘chinar’ has the remaining 20%. Their on-time rates are 80%, 65%, and 40%, respectively.
Part 1). Draw the Probability tree diagram. (Note: You may use any software for this, like
MS paint, MS office, etc.)
Part 2). A plane has just left on time. What is the probability that it was airline ‘Amira’? (10 Marks)
Ans 1.
Introduction
The tree diagram represents a probability space utilized in chance theory. A chain of separate activities, or conditional chances, make up the probability tree diagram. When conditional probability is used, unbiased occurrences can be something from a series of coin flips to drawing a card from a deck without it being replaced. Every node on the probability tree diagram aids in reflecting an event. This is linked to its probability. Due to the fact it is the most certain incidence, the foundation node has a probability value of 1. Sibling nodes are included in the image to help depict specific and exhaustive divisions. A decision tree is some other type of statistical device. Like the probability tree diagram, a decision tree diagram is a tool that aids within the decision-making process by highlighting the potential outcomes or event consequences. It’s a method that mathematicians use to create an algorithm that is made up of conditional control statements.

Question 2. Rashmi Dhar, manufacturer, and seller of ‘Kashmiri- kahwa’ through E-commers websites. She wanted to know the effect of her spending in advertisement of ‘Kahwa’ on the sales, along with the other factors; ‘number of sales representatives’, ‘customer-satisfaction ratings’. For this research she has gathered the sales data in the following table, along with other necessary information.
Part 1) Define dependent and independent variables
Part 2) Write regression model equation only.
Part 3) Run regression analysis in EXCEL (copy all those tables from EXCEL and paste them in your document).
Part 4) Write the Interpretation of Regression statistics-table, ANOVA- table.
Write an interpretation (by referring P-value/ t-stat) on significant effect of independent variables on sales.
Region/
Districts Sales of
Kahwa (in
INR) Spending in
advertise (in INR) number of sales
representatives
(person) customer-satisfaction
ratings (1=highly dissatisfied to 5 = highly satisfied
Kupwara 55328 5512 1 1
Badgam 56251 8337 1 1
Leh-ladakh 57126 8788 4 1
Kargil 58739 8828 5 1

Region/
Districts Sales of
Kahwa (in
INR) Spending in
advertise (in INR) number of sales
representatives
(person) customer-satisfaction
ratings (1=highly dissatisfied to 5 = highly satisfied
Punch 66984 9050 5 2
Rajouri 70676 10150 7 2
Kathua 73206 11236 8 2
Baramula 80571 12538 8 3
Bandipore 93168 13161 8 3
Srinagar 99432 13448 9 4

(10 Marks)
ANS.
Introduction
Variables are crucial in determining the features of various values, which might aid the researcher in achieving definitive results. Values inclusive of top, temperature, and so forth can be used as variables. Researchers were located manipulating the based and independent variables so that you can establish correlations between or extra components of an observation. While talking approximately a based variable, it’s common to refer to it because of the supply of trouble. The study’s different variables, in large part, decide the importance of this type of variable. Impartial variables, then again

Question 3.
3a. According to one survey in India, 75% of Instagram users love REELS. Suppose that 25 Instagram users (randomly selected) have been approached in the university located in vile parle. They have been asked about their status of like/ dislike the Instagram- REELS.
a) What is the probability that Exactly 15 of them would agree with the claim (or said they love Insta-REELS)?
b) What is the probability that Exactly 20 of them would agree with the claim (or said they love Insta-REELS)? (5 Marks)

ANS.
Introduction
Reels have enabled users to put up video segments of roughly 15 seconds in the application. Along with reels, Instagram offers functions like memories and IGTV that have piqued humans’ interest. From the standpoint of a person, such features may be exploited to boom one’s Instagram target market.
Concept and analysis
Instagram reels are the latest function provided to the customers of the social media platform. It has taken the customers through typhoons. Reels have enabled the customers to post video clips of approximately 15 seconds within the application. Alongside reels, Instagram has features inclusive of tales and IGTV that have garnered lots of interest from some humans. You can make the most out of such features to maximize your Instagram audiences from a user’s perspective. Such capabilities are supplied for each person to benefit, but it does no longer necessarily suggest that they attempt their hands

3b. ‘Bhartdarshan’ is an Internet-based travel agency wherein customers can see videos of the cities they plan to visit. The number of hits daily is a normally distributed random variable with a mean of 10,000 and a standard deviation of 2,400.
a. What is the probability of getting more than 12,000 hits?
b. What is the probability of getting fewer than 9,000 hits? (5 Marks)
ANS.
Introduction
Unprecedented steps were made to strengthen the infrastructure of hospitality due to the latest advances in technology and era. The hospitality business has grown to be one of the most critical industries in the international, propelling economies to new heights. Bharatdarshan presents its clients with movies of the locations they wish to tour within the destiny.
Concept and analysis
There is a well-known pronouncing that the world is an ebook, and then those who do now not go out traveling best undergo the pages. When it comes to the aspects of touring, time journey variability performs a significant role in looking at the diverse possibilities of the available public transit gadget. With the assistance of correctly modeling time tours, it is going on to improve the passenger carrier and the efficiency of operatio