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MATH 1530 Learning Objectives and Pre/Co-Requisite Skills List Chapters 1 – 3 Chapter 1 Learning Objective 5th Edition Triola Section Pre/Co-Requisite Skill Learning Support Competency Interpret numerical data as frequencies, ratios, and percents 1-2 Statistical and Critical Thinking Convert between fraction and decimal representations of numbers Convert between decimal and percent representations of numbers Distinguish between discrete and continuous data 1-3 Types of Data Understand sets of numbers (integer, rational, and real numbers) 1.2 Perform operations with rational numbers 1.5 Applications – Write and compare numbers in standard and scientific notation 1.4 Recognize and apply magnitude and ordering of real numbers Chapter 2 Learning Objective 5th Edition Triola Section Pre/Co-Requisite Skill Construct frequency distributions Compute mean and standard deviation using formulas and technology 2-2 Frequency Distributions 2-2 Frequency Distributions Create and interpret histograms Analyze and interpret statistical graphs and charts 2-3 Histograms 2-4 Graphs that Enlighten and Graphs that Deceive Cartesian Coordinates 3.5 Graph a linear equation in two variables using ordered pairs, using the x-intercept and the yintercept, and using the slope and y-intercept Chapter 3 Learning Objective 5th Edition Triola Section Pre/Co-Requisite Skill Learning Support Competency Calculate measures of center and variation using formulas and technology 3-2 Measures of Center 3-3 Measures of Variation Follow order of operations, understand symbolic notation 1.1 Apply the order of operations to evaluate expressions 2.2 Evaluate algebraic expressions when given values for the variables Calculate and interpret measures of relative standing 3-4 Measures of Relative Standing Learning Support Competency 2.2 Evaluate algebraic expressions when given values for the variables Chapters 4 – 5 Chapter 4 Learning Objectives 5th Edition Triola Section Construct tree diagrams to determine the sample space. Use the fundamental counting principle to determine the number of possible outcomes. Solve basic probability problems. 4-6 Counting Define and use the rules of complementary events. Understand basic probability notation and definitions Determine whether events are disjoint or mutually exclusive. Apply the addition rule. 4-2 Basic Concepts of Probability Determine if events are independent or dependent. Apply the multiplication rule with replacement and without replacement Find conditional probabilities *MOVE “At Least 1” to Chapter 5 *5% Guideline (optional) 4-4 Multiplication Basics Pre/Co-Requisite Skill Learning Support Competency Converting Fractions to Decimals to Percents Subtracting Fractions and Decimals from 1 1.2 Perform operations with rational numbers 1.2 Perform operations with rational numbers Addition/Subtraction of Fractions with Common Denominators Fractions and Decimals that add to 1. 1.2 Perform operations with rational numbers Multiplication of Fractions 1.2 Perform operations with rational numbers 4-6 Counting 4-2 Basic Concepts of Probability 4-2 Basic Concepts of Probability 4-3 Addition Rule 4-3 Addition Rule 4-4 Multiplication Basics 4-5 Multiplication Rule 4-5 Multiplication Rule 4-4 Multiplication Basics Chapter 5 Learning Objectives 5th Edition Triola Section Pre/Co-Requisite Skill Identify discrete probability distributions. Construct a probability histogram from a discrete probability distribution. Use the discrete distribution to determine other probabilities. Determine the mean, expected value and standard deviation from a discrete probability distribution. 5-2 Probability Distribution Adding Decimals and Rounding Decimals Determine whether a value is usual and unusual. Find the probability from a binomial experiment using technology. Construct a binomial probability distribution. Use the binomial probability distribution to determine other probabilities. Determine whether a value is usual or unusual. Find the mean and standard deviation of a binomial distribution. 5-2 Probability Distribution Learning Support Competency 5-2 Probability Distribution Converting words to Inequality symbols 5-2 Probability Distribution Order of operations Evaluate expressions Exponents 5-3 Binomial Probability Distribution 5-3 Binomial Probability Distribution Converting words to Inequality symbols 5-4 Parameters for Binomial Distribution 5-4 Parameters for Binomial Distribution 1.1 Apply the order of operations 2.2 Evaluate algebraic expressions when given values for the variables. 2.4 Evaluate expressions involving powers Chapters 6 – 7 Chapter 6 Learning Objectives 5th Edition Triola Section Pre/Co-Requisite Skill Identify continuous random variables 6-2 The Standard Normal Distribution Understand sets of numbers (integer, rational, and real numbers) Recognize correspondence between area under density curve and probability Write probability statements for continuous random variables Draw density curve for continuous uniform random variables 6-2 The Standard Normal Distribution Find probabilities for continuous uniform random variables 6-2 The Standard Normal Distribution Identify probability statement as area under normal density curve 6-2 The Standard Normal Distribution 6-3 Applications of Normal Distributions 6-2 The Standard Normal Distribution 6-3 Applications of Normal Distributions 6-2 The Standard Normal Distribution 6-3 Applications of Normal Distributions 6-2 The Standard Normal Distribution 6-3 Applications of Normal Distributions 6-3 Applications of Normal Distributions Find probabilities for normal random variables using technology Convert random variable values to zscores Calculate values of normal random variable from given percentiles using technology Convert z-scores into random variable values Use the Central Limit Theorem to calculate probabilities for sample means using technology 6-2 The Standard Normal Distribution 6-2 The Standard Normal Distribution 6-5 The Central Limit Theorem Write inequality statements from word problems Graphing Write inequality statements from word problems Learning Support Competency 1.5 Applications – Determine the area and perimeter of a triangle, rectangle, and circle 1.5 Applications – Determine the area and perimeter of a triangle, rectangle, and circle Write inequality statements from word problems 4.3 Solve formulas and literal equations for a specified variable 4.3 Solve formulas and literal equations for a specified variable 2.5 Use the distributive law to write equivalent expression Chapter 7 Learning Objectives 5th Edition Triola Section Compute point estimates for population proportions and means 7-2 Estimating a Population Proportion 7-3 Estimating a Population Mean 7-2 Estimating a Population Proportion 7-3 Estimating a Population Mean 7-2 Estimating a Population Proportion 7-3 Estimating a Population Mean 7-2 Estimating a Population Proportion 7-3 Estimating a Population Mean 7-2 Estimating a Population Proportion 7-3 Estimating a Population Mean 7-2 Estimating a Population Proportion 7-3 Estimating a Population Mean Calculate the margin of error for population proportions and means Interpret the margin of error as a function of the sample data Construct confidence interval estimates using a point estimate and margin of error Interpret confidence interval estimates as a function of the sample data Determine the minimum necessary sample size to estimate population proportions and means Pre/Co-Requisite Skill Learning Support Competency Order of operations Evaluate expressions 2.4 Evaluate expressions involving powers and roots Order of operations Evaluate expressions 2.4 Evaluate expressions involving powers and roots Chapter 8 Learning Objectives 5th Edition Triola Section Pre/Co-Requisite Skill Identify and symbolically express the null hypothesis and alternative hypothesis from a given claim Calculate the value of the test statistic 8-2 Basics of Hypothesis Testing Write inequality statements from word problems 8-3 Testing a Claim about a Proportion 8-4 Testing a Claim about a Mean 8-3 Testing a Claim about a Proportion 8-4 Testing a Claim about a Mean Order of operations Evaluate expressions Compute P-values and/or critical values using technology Learning Support Competency 1.4 Recognize and apply magnitude and ordering of real numbers State the conclusion of a hypothesis test in nontechnical terms. 8-2 Basics of Hypothesis Testing Chapter 10 Learning Objectives 5th Edition Triola Section Pre/Co-Requisite Skill Graph bivariate data to visually infer correlation Describe the strength of linear correlation in bivariate data by computing the correlation coefficient using technology Determine evidence of significant linear correlation using P-values and/or critical values Compute the slope and intercept of the regression line for linearly correlated data 10-2 Correlation Graphing with Cartesian coordinates Graph and interpret the regression line 10-3 Regression Learning Support Competency 10-2 Correlation 10-2 Correlation 10-3 Regression Graphing with Cartesian coordinates 3.2 Identify and interpret rate of change (slope) 3.6 Write a linear equation in two variables when given information about their graphs 3.1 Create a table of values and a graph for a given relation 3.4 Analyze the graph of a linear function identifying the intercepts and slope 3.5 Graph a linear equation in two variables using ordered pairs, intercepts, and slope Predict new values of the response variable using the regression line 10-3 Regression 3.3 Use and interpret function notation particularly as it relates to graphic and tabular data 4.1 Solve a linear equation in one variable using multiple approaches Graph and interpret the residual plot of a linear model 10-3 Regression Chapter 11 Learning Objective 5th Edition Triola Section Pre/Co-requisite Skill Learning Support Competency Perform Goodness-of-Fit tests 11-2 Goodness-of-fit Be able to find percentages, use order of operation, understand symbols, calculate table of values and/or use technology to solve real world problems Perform tests of independence and homogeneity 11-3 Contingency Tables Be able to find percentages, use order of operation, understand symbols, calculate table of values and/or use technology to solve real world problems 1.1 Apply order of operations to evaluate expressions 1.2 Perform operations with rational numbers 1.5 Solve real world problems involving percents 2.3 Create table of values from an expression 2.4 Evaluate expression involving powers and roots 1.1 Apply order of operations to evaluate expressions 1.2 Perform operations with rational numbers 1.5 Solve real world problems involving percents 2.3 Create table of values from an expression 2.4 Evaluate expression involving powers and roots