University Of the City of Manila (Pamantasan ng Lungsod ng Maynila)
Business Statistics with Computer Applications
MBA 611

Fall 2017
Engineering Probability and
Statistics
Fundamentals of Statistics
Introduction
Statistics
Both singular and plural in meaning
May refer to either numerical or quantitative
data like age, weight, height, etc.
Is a scientific method of
collection, presen
University Of the City of Manila (Pamantasan ng Lungsod ng Maynila)
Business Statistics with Computer Applications
MBA 611

Fall 2017
Engineering Probability and
Statistics
Random Variables and Probability
Distributions
Introduction
A probability can be associated with the amount
of winnings in a gamble, the number of heads
that comes out in a toss of a coin, or a cast of a
die, among o
University Of the City of Manila (Pamantasan ng Lungsod ng Maynila)
Business Statistics with Computer Applications
MBA 611

Fall 2017
R Programming
Graphs and Charts
Outline of Graphs and Charts
Line Charts
Bar Charts
Histograms
Pie Charts
Dot Charts
Box Plots
Scatter Plots
Line Charts
First we'll produce a very simple graph using the values in the car vector:
# Define the cars vector w
University Of the City of Manila (Pamantasan ng Lungsod ng Maynila)
Business Statistics with Computer Applications
MBA 611

Fall 2017
One and TwoSided Hypothesis
A test of any hypothesis such as
H 0 : = 0
H1 : 0
is called a twosided test, because it is important to detect differences from the hypothesized value of
the mean0 that lie on either side of 0. In such a test, the critical r
University Of the City of Manila (Pamantasan ng Lungsod ng Maynila)
Business Statistics with Computer Applications
MBA 611

Fall 2017
Engineering Probability and
Statistics
Probability: Conditional Probability,
Multiplication Rule, Independent
Events and Bayes Theorem
Introduction
The Conditional Probability of an event A given
the occurrence of an event B is defined as
P( A B)
P( A  B
University Of the City of Manila (Pamantasan ng Lungsod ng Maynila)
Business Statistics with Computer Applications
MBA 611

Fall 2017
Engineering Probability and
Statistics
Regression and Correlation
Introduction
Linear Regression
Given a pair of data, a regression equation can
be obtained
Regression equation may be of degree one
(linear), two (quadratic), three (cubic) or
higher (nth
University Of the City of Manila (Pamantasan ng Lungsod ng Maynila)
Business Statistics with Computer Applications
MBA 611

Fall 2017
Business Statistics with Computer Applications
Computer Laboratory Activity No. 4
Conditional Probability
Instructions and Reminders:
*Show your complete and comprehensive solution.
*Include all relevant plots, graphs, derivations, concepts, discussions,
University Of the City of Manila (Pamantasan ng Lungsod ng Maynila)
Business Statistics with Computer Applications
MBA 611

Fall 2017
Business Statistics with Computer Applications
Computer Laboratory Activity No. 2
Descriptive Statistics: Plotting Graphs and Charts
Instructions and Reminders:
*Show your complete and comprehensive solution.
*Include all relevant plots, graphs, derivatio
University Of the City of Manila (Pamantasan ng Lungsod ng Maynila)
Business Statistics with Computer Applications
MBA 611

Fall 2017
Engineering Probability and
Statistics
Probability: The Probability of an
Event
Introduction
The Probability of an event A, denoted by
n ( A)
P ( A) =
n(S )
is denoted by the probabilities assigned to the
simple events that comprise the event A.
Note: S =
University Of the City of Manila (Pamantasan ng Lungsod ng Maynila)
Business Statistics with Computer Applications
MBA 611

Fall 2017
Mechanics for Choosing Topic/Problem
1.
Choose at least two variables (numerical data) that can be extracted
from your line of work or interest. Each variable should contain at
least 100 data points. Relevance between the variables must exist or
can be in
University Of the City of Manila (Pamantasan ng Lungsod ng Maynila)
Business Statistics with Computer Applications
MBA 611

Fall 2017
Engineering Probability and
Statistics
Probability: Introduction and Basic
Counting Principles
Introduction
The Role of Probability in Statistics
When you toss a single coin, you will see
either a head (H) or a tail (T). If you toss the
coin repeatedly, y
University Of the City of Manila (Pamantasan ng Lungsod ng Maynila)
Business Statistics with Computer Applications
MBA 611

Fall 2017
Business Statistics with Computer Applications
Computer Laboratory Activity No. 1
Descriptive Statistics: Measures of Central Tendency and Variation for Ungrouped Data
Instructions and Reminders:
*Show your complete and comprehensive solution.
*Include al
University Of the City of Manila (Pamantasan ng Lungsod ng Maynila)
Business Statistics with Computer Applications
MBA 611

Fall 2017
Engineering Probability and
Statistics
Mathematical Expectation
Introduction
In order to make use of the probabilities of
events for statistical purposes, these probability
values and the associated random variable must
be converted into a parameter usefu
University Of the City of Manila (Pamantasan ng Lungsod ng Maynila)
Business Statistics with Computer Applications
MBA 611

Fall 2017
Engineering Probability and
Statistics
Some Useful Discrete Probability
Distributions
Discrete Uniform Distribution
If the random variable X assumes he values x1,
x2, , xk with equal probabilities, then the
discrete uniform distribution is given by
1
f (
University Of the City of Manila (Pamantasan ng Lungsod ng Maynila)
Business Statistics with Computer Applications
MBA 611

Fall 2017
Engineering Probability and
Statistics
Some Continuous Probability
Distributions
Introduction
Widely used in most engineering and scientific
experiments that require measurement of
volumes, distances, and other similar
quantities
When some of the paramete
University Of the City of Manila (Pamantasan ng Lungsod ng Maynila)
Business Statistics with Computer Applications
MBA 611

Fall 2017
MBA611 Business Statistics with Computer Applications
Problem Set No. 1
Descriptive Statistics
Instructions and Reminders:
*Show your complete and comprehensive solution.
*Include all relevant plots, graphs, derivations, concepts, etc. whenever possible.
University Of the City of Manila (Pamantasan ng Lungsod ng Maynila)
Business Statistics with Computer Applications
MBA 611

Fall 2017
MBA611 Business Statistics with Computer Applications
Problem Set No. 2
Regression and Correlation
Instructions and Reminders:
*Show your complete and comprehensive solution.
*Include all relevant plots, graphs, derivations, concepts, etc. whenever possib
University Of the City of Manila (Pamantasan ng Lungsod ng Maynila)
Business Statistics with Computer Applications
MBA 611

Fall 2017
Business Statistics with Computer Applications
Computer Laboratory Activity No. 7
Probability Distributions
Instructions and Reminders:
*Show your complete and comprehensive solution.
*Include all relevant plots, graphs, derivations, concepts, discussions
University Of the City of Manila (Pamantasan ng Lungsod ng Maynila)
Financial Management
MBA 605

Fall 2016
ESSENTIALS OF SUPPLY
CHAIN MANAGEMENT
Presented by:
Laxamana, Geraldine C.
SUPPLY CHAIN MANAGEMENT
Management of activities that
procure materials and services,
transforming them into
intermediate goods and final
products, and delivering the
product throu
University Of the City of Manila (Pamantasan ng Lungsod ng Maynila)
Financial Management
MBA 605

Fall 2016
HUMAN BEHAVIOR IN ORGANIZATION (1st Day, a. m.)
1.
An organization operates taking into account factors influencing it, internally or externally, for the attainment of its goals or
objectives. What are these internal and external factors affecting operati
University Of the City of Manila (Pamantasan ng Lungsod ng Maynila)
Financial Management
MBA 605

Fall 2016
HUMAN BEHAVIOR IN ORGANIZATION (1st Day, a. m.)
1.
An organization operates taking into account factors influencing it, internally or externally, for the attainment of its goals or
objectives. What are these internal and external factors affecting operati
University Of the City of Manila (Pamantasan ng Lungsod ng Maynila)
Financial Management
MBA 605

Fall 2016
NAME: KRIS NOEL R. MENDOZA  STUDENT NUMBER: 201662185  COURSE: BBM MBA
PAMANTASAN NG LUNGSOD NG MAYNILA
FINANCIAL MANAGEMENT
FINAL EXAMINATIONS QUESTIONS
QUESTIONS/PROBLEMS:
1. EXPLAIN BRIEFLY THE BASIC CONCEPT OF FINANCIAL MANAGEMENT.
2. STATE AND EXPL
University Of the City of Manila (Pamantasan ng Lungsod ng Maynila)
Financial Management
MBA 605

Fall 2016
GRADUATE SCHOOL OF MANAGEMENT
Comprehensive Examination
MBA/MBATEP
November 28, 2008
GENERAL DIRECTIONS: Use separate answer sheet(s) for each number in answering all the questions.
Discuss the following comprehensively.
PRODUCTION AND OPERATIONS MANAGEM
University Of the City of Manila (Pamantasan ng Lungsod ng Maynila)
Financial Management
MBA 605

Fall 2016
PAMANTASAN NG LUNGSOD NG MAYNILA
(University of the City of Manila)
Gen. Luna cor. Muralla St., Intramuros, Manila, Philippines
FINAL EXAM
Presented to the
Faculty of the Graduate School of Management
(College of Business Management Graduate Programs)
In
University Of the City of Manila (Pamantasan ng Lungsod ng Maynila)
Financial Management
MBA 605

Fall 2016
PAMANTASAN NG LUNGSOD NG MAYNILA
FINANCIAL MANAGEMENT
FINAL EXAMINATIONS QUESTIONS
QUESTIONS / PROBLEMS:
1. EXPLAIN BREIFLY THE BASIC CONCEPT OF FINANCIAL MANAGEMENT.
The primary normative goal of Financial Management decision making is the maximization o
University Of the City of Manila (Pamantasan ng Lungsod ng Maynila)
Financial Management
MBA 605

Fall 2016
attached are my reviewers for compre .
syensya na, halohalo na at gulogulo, sama sama na lahat jan . kayo na bahala
umintindi .
my advice? syempre if you still have time it's better to read the book, esp. in marketing,
hbo, or even the summary of each c
University Of the City of Manila (Pamantasan ng Lungsod ng Maynila)
Financial Management
MBA 605

Fall 2016
PAMANTASAN NG LUNGSOD NG MAYNILA
PRODUCTION OPERATIONS MANAGEMENT
1. Usage at a work center is 400 parts per day, and a standard container holds 37 parts. It takes an
average of 0.18 day for a container to complete a cycle (move, wait, empty, return, fill
University Of the City of Manila (Pamantasan ng Lungsod ng Maynila)
Financial Management
MBA 605

Fall 2016
1.
2.
3.
4.
5.
6.
7.
8.
9.
10.
Explain briefly the basic concept of financial management.
State and explain briefly the basic strategies of working capital management.
State and differentiate briefly the three basic forms of business organization.
State a
University Of the City of Manila (Pamantasan ng Lungsod ng Maynila)
Financial Management
MBA 605

Fall 2016
COL FINANCIAL INC.
INCOME STATEMENT VARIANCE 20152014
2016
REVENUES
Commissions
Others:
Interest Income
Trading gainsnet
Foreign exchange gains
Others
COST OF SERVICES
Commision expense
Personnel costsoperations
Stock exchange dues and fees
Central dep