Notes, summaries, assignments, exams, and problems for Mathematics

Frequency Distribution

1) Loose Data: Data collected that has not been organized numerically. For example, heights of males and females obtained from a survey, arranged alphabetically.

2) Ordination: An arrangement of numerical data in ascending or descending order. The difference between the largest and smallest number is called the data range.

Example:

Data Management Data Range
2.1 1 A: 10 to 1
7.6 2 R: 9
4.9 4
8.10 6 R: range of the data.
7
8
9
10

3) Frequency Distribution: When dealing with large amounts of loose data, it's useful to distribute them into classes or categories and determine the number of individuals belonging to each category, often called a class.

A tabular distribution of data by type or category with its corresponding... Continue reading "Understanding Frequency Distributions: Data Organization" »

Types of Research

Descriptive and Explanatory Research

Descriptive Research: Aims to show a situation or phenomenon.

Explanatory Research: Seeks to uncover the truth of a hypothesis.

Transverse and Longitudinal Research

Transverse Research: Involves studying different variables at a specific point in time.

Longitudinal Research: Involves studying variables over an extended period.

Retrospective and Prospective Research

Retrospective Research: Observation units are classified based on the presence or absence of an effect, and the frequency of causal factors is recorded.

Prospective Research: Individuals are selected based on the presence or absence of exposures (inputs), and the frequency of the effect is recorded.

Case-Control Studies

• Combines advantages

Descriptive Statistics

Classification and description of a dataset.

Statistical Inference

Interpreting results using descriptive techniques for decision-making.

Statistic

A numerical summary or descriptive feature of a total sample of research.

Frequency Polygon

A line graph usually plotted on a frequency histogram.

Experiment

A controlled procedure carried out to determine, demonstrate, or test a hypothesis; a process that yields an outcome.

Median

The midpoint of a data set.

Probability

Measures or quantitatively determines the possibility that an event occurs.

Objective Probability

Probability obtained through numerical calculations or empirical observations.

Classic Approach

Assumes that all events are equally likely to occur.

Event

A possible outcome or... Continue reading "Essential Statistics and Probability Terms Defined" »

Review Guidelines for Software Quality

1. We review the product, not the producer.
2. Ensure an agenda for review items is prepared and maintained.
3. Limit challenges and discussions to stay focused.
4. State problems when detected, but do not attempt to solve them during meetings.
5. Reviewers should include meeting participation in their work plan.
6. Utilize these meetings for training less experienced team members.

Formal Approaches to Software Quality Assurance

In recent decades, there has been a growing tendency to adopt a more formal approach to software quality assurance. This perspective views a program not merely as a mathematical object. By defining a rigorous mathematical syntax and semantics for all languages, and an equally rigorous approach to requirements... Continue reading "Enhancing Software Quality: Methodologies and Practices" »

The Book of Compensation: A Payroll Record

"The Book of Compensation" is a crucial record where all amounts related to employee compensation payments are documented. This includes Social Security contributions, legal deductions, and agreed taxes.

Payroll Components: Understanding Salary Calculations

Employee salaries are comprised of three main calculation types:

• Taxable Income
• Non-Taxable Income
• Discounts/Deductions

Taxable Income Components

Taxable income includes elements such as basic salary, overtime, bonuses, gratuities, and commissions. These are considered taxable because their total amount is subject to estimated discount rates and pension laws.

Base Salary

The base salary is the fixed monetary amount paid for regular periods. By law, these... Continue reading "Employee Compensation Structure: Payroll and Benefits Explained" »

Business Documents

Commercial documents, also called "proof," constitute the evidence of any business operation conducted by a company. Thus, each proof tests a type of transaction. It is known that any operation involves at least two parts. For each of them, it will have a different meaning (as discussed later: buyer or seller, debtor or creditor, or collector payer, etc.).

Leases: VAT vs. TPO Taxation

It is important to note the demarcation between Value Added Tax (VAT) and Transfer Tax (Impuesto sobre Transmisiones Patrimoniales Onerosas - TPO). Residential leases and land leases are generally subject to TPO, while leases of business premises are subject to VAT.

Lease Taxation Details (TPO)

• Taxable Event: The constitution of the lease agreement.
• Contributor (Taxpayer): The tenant.
• Taxable Amount: The total rent payable throughout the entire duration of the contract.

Example: If a contract has a duration of one year and the monthly rent is €1,000, what is the tax base for this lease? It is €12,000 (calculated as €1,000 x 12 months). If the contract duration were, for example, 5 years, the calculation would multiply... Continue reading "Spanish VAT & TPO: Leases, Concessions, Vehicles Taxation" »

Ratio and Proportion Word Problems

1. Pablo and Sebastian won a lottery prize. Sebastian received $140,000 less than Pablo. What was the total prize they received? (Note: This problem may be missing information to be solved.)
2. A secretary can complete a job in 40 days by working 9 hours per day. How many hours per day must the secretary work to complete the same job in 30 days?
3. A zoo has enough food to feed 52 animals for 250 days. If the number of animals decreases by 12, for how many days will the food last?
4. A car uses 40 liters of gasoline to travel 510 kilometers. How many liters will it use to travel 204 kilometers?
5. A contractor estimates that 6 workers can finish a job in 15 days. How many workers are needed to finish the same job in 9 days?
6. Two

Inventory Management Fundamentals

Inventory refers to a company's assets acquired for resale in their purchased state or for transformation into other goods sold as finished products. A significant portion of a company's assets is considered inventory if it is company property and intended for sale.

Inventory Classification

• Purchased Goods from Third Parties
• Finished Products
• Products in Process
• Raw Materials
• Factory Supplies
• Packaging Material
• Merchandise in Transit

Internal Control for Inventory

Inventory often represents the highest volume category of assets, making robust internal controls crucial:

1. Goods must be protected against theft and losses by keeping them safe in secure locations, accessible only to authorized personnel.
2. Upon entry into the store,

Understanding Mathematical Competence

Mathematical competence is the ability to use and relate numbers, basic operations, and forms of expression and mathematical reasoning. This skill is used both to produce and interpret different types of information, to expand knowledge on quantitative and spatial aspects of reality, and to resolve problems related to everyday life and the workplace.

Components of Mathematical Competence

Mathematical competence (Comp) is part of the ability to interpret and express with clarity and precision information, data, and arguments. This competency:

• Increases the real possibility to continue learning throughout life, both within and outside of school.
• Favors effective participation in social life.

This competition also... Continue reading "Understanding Mathematical Competence in Everyday Life" »