{"id":1946,"date":"2016-08-05T06:38:43","date_gmt":"2016-08-05T13:38:43","guid":{"rendered":"https:\/\/blogs.ubc.ca\/2019imba\/?page_id=1946"},"modified":"2022-03-18T14:31:54","modified_gmt":"2022-03-18T21:31:54","slug":"pre-program-information","status":"publish","type":"page","link":"https:\/\/blogs.ubc.ca\/2022imba\/pre-program-information\/","title":{"rendered":"Academic Online Prep"},"content":{"rendered":"<p><a href=\"https:\/\/blogs.ubc.ca\/2020fulltimeubcmba\/files\/2018\/03\/Program.png\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-314 alignright\" src=\"https:\/\/blogs.ubc.ca\/2020fulltimeubcmba\/files\/2018\/03\/Program.png\" alt=\"\" width=\"270\" height=\"125\" \/><\/a>The fast pace of the UBC IMBA program necessitates that all students have a foundational proficiency in Quantitative Methods and Excel and familiarity with Statistics, Economics and Finance. To aid in ensuring that you have adequate knowledge in the above subjects we have liaised with your program instructors to compile a list of free online academic prep tutorials for you to review as you prepare for your program.<\/p>\n<p>Each of you comes to the program with a different academic background and different work experiences, so your familiarity with the academic prep tutorials will also vary. It may be that some of the resources on this list are very familiar to you, and you can just quickly review to make sure you are up to speed, or it may be that you have never covered some of them and you will need to learn them in depth.<\/p>\n<p>When your classes begin in November, you will need to be familiar with all of the material listed on the academic prep resource list, as classes move along very quickly and you will need to be able to keep up with your classmates.<\/p>\n<p><strong><span style=\"color: #78be00;\">Printable:<\/span> <\/strong>Download and print the <a href=\"https:\/\/blogs.ubc.ca\/imbashell\/files\/2022\/03\/Academic-Prep-Full-List_updated-Feb-2022.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">full list of tutorials<\/a>, if you would like to keep track of your progress.<\/p>\n<div id=\"random-accordion-id-649\" class=\"accordion-shortcode  \">\n<h3 ><a href=\"#instructions-0\" >Instructions<\/a><\/h3><div id=\"instructions-0\" class=\"accordian-shortcode-content \" ><\/p>\n<p><strong><span style=\"color: #78be00;\">Where to begin:<\/span> <\/strong>Please review each section and complete those areas with which you are not currently comfortable. Most tutorials include quizzes and practice tests, so completing these is a good way to quickly review if you are comfortable with the content. If you would like to track your learning progress you can sign up for a user account with Khan Academy, but this is not required.<\/p>\n<p><span style=\"color: #78be00;\"><strong>Completion times:<\/strong><\/span> We have estimated the times to complete each section based on the length of videos and allocating time for the practice questions. It may take you a longer or shorter time than we have indicated, and after a few sections you will begin to get an idea of your speed compared to our estimates.<\/p>\n<p><span style=\"color: #78be00;\"><strong>Disclaimer:<\/strong> <\/span>These tutorials have not been vetted in-depth. They have been selected based on the concepts included and tutorial descriptions. Students are encouraged to explore the content and cover concepts with which they are unfamiliar. The aim is to ensure that you have foundational proficiency in these topics, but not all concepts may apply directly to course work.<\/p>\n<p>All resources below are from <strong><a href=\"https:\/\/www.khanacademy.org\/about\" target=\"_blank\" rel=\"noopener noreferrer\">Khan Academy<\/a>,<\/strong> unless otherwise indicated. If you have feedback about these academic prep materials, please send it to <a href=\"mailto:askimba@sauder.ubc.ca\">askimba@sauder.ubc.ca<\/a>.<\/p>\n<p>Any resources on <a href=\"https:\/\/www.linkedin.com\/learning\/?trk=view_learning_home&amp;upsellOrderOrigin=par_acq_MSFThelp-excel-tc-categorypage-link-l001-link_learning\"><strong>In Learning<\/strong><\/a> <em>(former Lynda.com)<\/em> can be accessed for free with a UBC student email address. To set up your email address, click here <a href=\"https:\/\/id.ubc.ca\/\">https:\/\/id.ubc.ca\/<\/a><\/p>\n<p>\n<\/div>\n<h3 ><a href=\"#quantitative-methods-1\" >Quantitative Methods<\/a><\/h3><div id=\"quantitative-methods-1\" class=\"accordian-shortcode-content \" ><\/p>\n<p><strong><span style=\"color: #78be00;\"><a href=\"https:\/\/blogs.ubc.ca\/2022imba\/files\/2018\/03\/UBC-MBA-Academic-Preparation-Quantitative-Methods-Algebra-Excel.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">(Quants PDF)<\/a><\/span><\/strong><\/p>\n<p><strong><span style=\"color: #78be00;\">Arithmetic<br \/>\n<\/span><\/strong>2 hours approximate study time. Relevant for Statistics, Operations, Finance, Economics.<\/p>\n<p style=\"padding-left: 30px;\"><span style=\"text-decoration: underline;\"><strong>The Basic Order of Operations (PEMDAS)<\/strong><\/span><br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/math\/pre-algebra\/pre-algebra-arith-prop#pre-algebra-order-of-operations\" target=\"_blank\" rel=\"noopener noreferrer\">Order of Operations<\/a> (20 mins)<\/p>\n<p style=\"padding-left: 30px;\"><span style=\"text-decoration: underline;\"><strong>Fractions (approx. 1 hour 15 mins total)<\/strong><\/span><br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/math\/arithmetic\/fraction-arithmetic#arith-review-fractions-intro\" target=\"_blank\" rel=\"noopener noreferrer\">Introduction to Fractions<\/a> (15 mins)<br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/math\/arithmetic\/fraction-arithmetic#arith-review-visualizing-equiv-frac\" target=\"_blank\" rel=\"noopener noreferrer\">Equivalent Fractions<\/a> (40 mins)<br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/math\/cc-seventh-grade-math\/cc-7th-negative-numbers-multiply-and-divide#cc-7th-mult-div-fractions-2\" target=\"_blank\" rel=\"noopener noreferrer\">Simplifying Tricky Fractions<\/a> (20 mins)<\/p>\n<p style=\"padding-left: 30px;\"><span style=\"text-decoration: underline;\"><strong>Averages<\/strong><\/span><br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/math\/algebra-home\/alg-basic-eq-ineq\/alg-old-school-equations\/v\/averages\" target=\"_blank\" rel=\"noopener noreferrer\">Averages<\/a>\u00a0(9 mins)<\/p>\n<p style=\"padding-left: 30px;\"><span style=\"text-decoration: underline;\"><strong>Linear Equations &amp; Functions \u2013 relevant for Economics<\/strong><\/span><br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/math\/cc-eighth-grade-math\/cc-8th-linear-equations-functions\/8th-linear-functions-modeling\/v\/word-problem-solving-4\" target=\"_blank\" rel=\"noopener noreferrer\">Modeling with linear equations<\/a> (10 mins)<\/p>\n<p><strong><span style=\"color: #78be00;\">Algebra<br \/>\n<\/span><\/strong>19 hours approximate study time. Relevant for Statistics, Operations, Finance, Economics.<\/p>\n<p style=\"padding-left: 30px;\"><span style=\"text-decoration: underline;\"><strong>Functions (approx. 1 hour 20 mins total) (Relevant for Economics)<\/strong><\/span><br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/math\/algebra\/algebra-functions#maximum-and-minimum-points\" target=\"_blank\" rel=\"noopener noreferrer\">Maximum and minimum points<\/a> (15 mins)<br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/math\/algebra\/algebra-functions#functions-average-rate-of-change\" target=\"_blank\" rel=\"noopener noreferrer\">Average rate of change<\/a> (30 mins)<br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/math\/algebra\/algebra-functions#average-rate-of-change-word-problems\" target=\"_blank\" rel=\"noopener noreferrer\">Average rate of change word problems<\/a> (35 mins)<\/p>\n<p style=\"padding-left: 30px;\"><span style=\"text-decoration: underline;\"><strong>Logarithms (approx. 45 mins total) (Relevant for Economics &amp; Finance)<\/strong><\/span><br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/math\/algebra2\/exponential-and-logarithmic-functions\/introduction-to-logarithms\/v\/logarithms\" target=\"_blank\" rel=\"noopener noreferrer\">Introduction to Logarithms<\/a> (45 mins)<\/p>\n<p style=\"padding-left: 30px;\"><span style=\"text-decoration: underline;\"><strong>Introduction to algebra (approx. 3 hours 20 mins total) (Relevant for Statistics\/Operations)<\/strong><\/span><br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/math\/algebra\/introduction-to-algebra#alg1-intro-to-variables\" target=\"_blank\" rel=\"noopener noreferrer\">Introduction to variables<\/a> (25 mins)<br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/math\/algebra\/introduction-to-algebra#alg1-substitution\" target=\"_blank\" rel=\"noopener noreferrer\">Substitution and evaluating expressions<\/a> (15 mins)<br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/math\/algebra\/introduction-to-algebra#alg1-evaluating-expressions-word-problems\" target=\"_blank\" rel=\"noopener noreferrer\">Evaluating expressions word problems<\/a> (15 mins)<br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/math\/algebra\/introduction-to-algebra#alg1-writing-expressions\" target=\"_blank\" rel=\"noopener noreferrer\">Writing algebraic expressions introduction<\/a> (23 mins)<br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/math\/algebra\/introduction-to-algebra#alg1-dependent-independent\" target=\"_blank\" rel=\"noopener noreferrer\">Dependent &amp; independent variables<\/a> (10 mins)<br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/math\/algebra\/introduction-to-algebra#alg1-manipulating-expressions\" target=\"_blank\" rel=\"noopener noreferrer\">Combining like terms<\/a> (32 mins)<br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/math\/algebra\/introduction-to-algebra#alg1-equivalent-expressions\" target=\"_blank\" rel=\"noopener noreferrer\">Introduction to equivalent algebraic expressions<\/a> (7 mins)<br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/math\/algebra\/introduction-to-algebra#alg1-interpreting-lin-exp\" target=\"_blank\" rel=\"noopener noreferrer\">Interpreting linear expressions<\/a> (10 mins)<br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/math\/algebra\/introduction-to-algebra#division-by-zero\" target=\"_blank\" rel=\"noopener noreferrer\">Division by zero<\/a> (15 mins)<br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/math\/algebra\/introduction-to-algebra#practice-test\" target=\"_blank\" rel=\"noopener noreferrer\">Practice test<\/a> (25 mins)<\/p>\n<p style=\"padding-left: 30px;\"><span style=\"text-decoration: underline;\"><strong>One-variable linear equations (approx. 5 hours total) (Relevant for Statistics\/Operations)<\/strong><\/span><br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/math\/algebra\/one-variable-linear-equations#alg1-intro-equations\" target=\"_blank\" rel=\"noopener noreferrer\">Algebraic equations basics<\/a> (23 mins)<br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/math\/algebra\/one-variable-linear-equations#alg1-solving-equations\" target=\"_blank\" rel=\"noopener noreferrer\">Why we do the same thing to both sides of an equation<\/a>\u00a0(15 mins)<br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/math\/algebra\/one-variable-linear-equations#alg1-one-step-add-sub-equations\" target=\"_blank\" rel=\"noopener noreferrer\">One-step addition &amp; subtraction equations<\/a> (25 mins)<br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/math\/algebra\/one-variable-linear-equations#alg1-one-step-mult-div-equations\" target=\"_blank\" rel=\"noopener noreferrer\">One-step multiplication &amp; division equations<\/a> (40 mins)<br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/math\/algebra\/one-variable-linear-equations#alg1-two-steps-equations-intro\" target=\"_blank\" rel=\"noopener noreferrer\">Two-steps equations intro<\/a> (20 mins)<br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/math\/algebra\/one-variable-linear-equations#alg1-linear-eq-word-probs\" target=\"_blank\" rel=\"noopener noreferrer\">Two-step equation word problems<\/a> (20 mins)<br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/math\/algebra\/one-variable-linear-equations#alg1-variables-on-both-sides\" target=\"_blank\" rel=\"noopener noreferrer\">Linear equations with variables on both sides<\/a> (35 mins)<br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/math\/algebra\/one-variable-linear-equations#alg1-equations-with-parentheses\" target=\"_blank\" rel=\"noopener noreferrer\">Linear equations with parentheses<\/a> (20 mins)<br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/math\/algebra\/one-variable-linear-equations#alg1-number-of-solutions-to-linear-equations\" target=\"_blank\" rel=\"noopener noreferrer\">Analyzing the number of solutions to linear equations<\/a> (18 mins)<br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/math\/algebra\/one-variable-linear-equations#alg1-linear-equations-word-problems\" target=\"_blank\" rel=\"noopener noreferrer\">Linear equations word problems<\/a> (25 mins)<br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/math\/algebra\/one-variable-linear-equations#linear-equations-with-unknown-coefficients\" target=\"_blank\" rel=\"noopener noreferrer\">Linear equations with unknown coefficients<\/a>\u00a0(10 mins)<br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/math\/algebra\/one-variable-linear-equations#practice-test\" target=\"_blank\" rel=\"noopener noreferrer\">Practice test<\/a> (25 mins)<\/p>\n<p style=\"padding-left: 30px;\"><span style=\"text-decoration: underline;\"><strong>One-variable linear inequalities (approx. 1 hour 10 mins total) (Relevant for Statistics\/Operations)<\/strong><\/span> (only sections indicated below)<br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/math\/algebra\/one-variable-linear-inequalities#alg1-inequalities\" target=\"_blank\" rel=\"noopener noreferrer\">Introduction to inequalities with variables<\/a> (40 mins)<br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/math\/algebra\/one-variable-linear-inequalities#alg1-one-step-inequalities\" target=\"_blank\" rel=\"noopener noreferrer\">One-step inequalities<\/a> (20 mins)<br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/math\/algebra-2018\/one-variable-linear-inequalities\/quiz\/one-variable-linear-inequalities-quiz-1?modal=1\" target=\"_blank\" rel=\"noopener noreferrer\">Quiz<\/a> (10 mins)<\/p>\n<p style=\"padding-left: 30px;\"><span style=\"text-decoration: underline;\"><strong>Two-variable linear equations (approx. 6 hours 50 mins) (Relevant for Statistics\/Operations\/Economics)<\/strong><\/span><br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/math\/algebra\/two-var-linear-equations#solutions-to-two-var-linear-equations\" target=\"_blank\" rel=\"noopener noreferrer\">Two-variable linear equations intro<\/a> (30 mins)<br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/math\/algebra\/two-var-linear-equations#x-and-y-intercepts\" target=\"_blank\" rel=\"noopener noreferrer\">x-intercepts and y-intercepts<\/a> (40 mins)<br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/math\/algebra\/two-var-linear-equations#slope\" target=\"_blank\" rel=\"noopener noreferrer\">Slope<\/a> (50 mins)<br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/math\/algebra\/two-var-linear-equations#hor-and-ver-lines-alg1\" target=\"_blank\" rel=\"noopener noreferrer\">Horizontal &amp; vertical lines<\/a> (20 mins)<br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/math\/algebra\/two-var-linear-equations#slope-intercept-form\" target=\"_blank\" rel=\"noopener noreferrer\">Intro to slope-intercept form<\/a> (30 mins)<br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/math\/algebra\/two-var-linear-equations#graphing-slope-intercept-equations\" target=\"_blank\" rel=\"noopener noreferrer\">Graphing slope-intercept equations<\/a> (25 mins)<br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/math\/algebra\/two-var-linear-equations#writing-slope-intercept-equations\" target=\"_blank\" rel=\"noopener noreferrer\">Writing slope-intercept equations<\/a> (50 mins)<br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/math\/algebra\/two-var-linear-equations#point-slope\" target=\"_blank\" rel=\"noopener noreferrer\">Point-slope form<\/a> (30 mins)<br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/math\/algebra\/two-var-linear-equations#standard-form\" target=\"_blank\" rel=\"noopener noreferrer\">Standard form<\/a> (35 mins)<br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/math\/algebra\/two-var-linear-equations#forms-of-two-var-linear-equations\" target=\"_blank\" rel=\"noopener noreferrer\">Summary: Forms of two-variable linear equations<\/a> (35 mins)<br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/math\/algebra\/two-var-linear-equations#practice-test\" target=\"_blank\" rel=\"noopener noreferrer\">Practice test<\/a> (30 mins)<\/p>\n<p>\n<\/div>\n<h3 ><a href=\"#finance-capital-markets-2\" >Finance &amp; Capital Markets<\/a><\/h3><div id=\"finance-capital-markets-2\" class=\"accordian-shortcode-content \" ><\/p>\n<p><strong><a href=\"https:\/\/blogs.ubc.ca\/2022imba\/files\/2018\/03\/UBC-MBA-Academic-Preparation-Finance-and-Capital-Markets.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">(Finance PDF)<\/a><\/strong><\/p>\n<p>2 hours 20 mins approximate study time. Relevant for Finance.<strong><br \/>\n<\/strong><\/p>\n<p><span style=\"text-decoration: underline;\"><strong>Ratio, Proportion and Percent<\/strong><\/span><br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/math\/pre-algebrhttps:\/www.khanacademy.org\/math\/pre-algebra\/pre-algebra-ratios-rates\/pre-algebra-ratios-intro\/v\/ratios-intro\" target=\"_blank\" rel=\"noopener noreferrer\">Introduction to Ratios<\/a> (30 mins)<br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/math\/pre-algebra\/pre-algebra-ratios-rates\/pre-algebra-percent-word-problems\/v\/solving-percent-problems\" target=\"_blank\" rel=\"noopener noreferrer\">Solving Percent Problems<\/a> (10 mins)<\/p>\n<p><span style=\"text-decoration: underline;\"><strong>Accounting &amp; Financial Statements<\/strong><\/span><br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/economics-finance-domain\/core-finance\/accounting-and-financial-stateme\/cash-accrual-accounting\/v\/cash-accounting\" target=\"_blank\" rel=\"noopener noreferrer\">Cash versus accrual accounting<\/a>\u00a0(13 mins)<br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/economics-finance-domain\/core-finance\/accounting-and-financial-stateme\/financial-statements-tutorial\/v\/balance-sheet-and-income-statement-relationship\" target=\"_blank\" rel=\"noopener noreferrer\">Three core financial statements<\/a>\u00a0(27 mins)<\/p>\n<p><span style=\"text-decoration: underline;\"><strong>Interest &amp; Debt<\/strong><\/span><br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/economics-finance-domain\/core-finance\/interest-tutorial\/compound-interest-tutorial\/v\/introduction-to-compound-interest\" target=\"_blank\" rel=\"noopener noreferrer\">Compound interest basics<\/a>\u00a0(17 mins)<br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/economics-finance-domain\/core-finance\/interest-tutorial\/present-value\/v\/time-value-of-money\" target=\"_blank\" rel=\"noopener noreferrer\">Present value<\/a> (45 mins)<\/p>\n<p>\n<\/div>\n<h3 ><a href=\"#statistics-3\" >Statistics<\/a><\/h3><div id=\"statistics-3\" class=\"accordian-shortcode-content \" ><\/p>\n<h5><strong><span style=\"color: #78be00;\">Statistics<\/span> <a href=\"https:\/\/blogs.ubc.ca\/2022imba\/files\/2018\/03\/UBC-MBA-Academic-Preparation-Statistics.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">(Stats - PDF)<\/a><\/strong><\/h5>\n<p>11 hours 40 mins approximate study time. Relevant for Statistics\/Operations\/Economics.<\/p>\n<p><span style=\"text-decoration: underline;\"><strong>Displaying &amp; Describing Data (approx. 6 hours 50 mins total)<\/strong><\/span><strong> (only sections indicated below)<\/strong><\/p>\n<ul style=\"padding-left: 30px;\">\n<li style=\"list-style-type: none;\">\u2022 <a href=\"https:\/\/www.khanacademy.org\/math\/statistics-probability\/displaying-describing-data#statistics-overview\" target=\"_blank\" rel=\"noopener noreferrer\">Statistics overview<\/a> (20 mins)<br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/math\/statistics-probability\/analyzing-categorical-data#one-categorical-variable\" target=\"_blank\" rel=\"noopener noreferrer\">Categorical data displays<\/a> (20 mins)<br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/math\/statistics-probability\/analyzing-categorical-data#two-way-tables-for-categorical-data\" target=\"_blank\" rel=\"noopener noreferrer\">Two-way tables for categorical data<\/a> (35 mins)<br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/math\/statistics-probability\/displaying-describing-data\/quantitative-data-graphs\/v\/histograms-intro?modal=1\" target=\"_blank\" rel=\"noopener noreferrer\">Histograms<\/a> (15 mins)<br \/>\n\u2022\u00a0<a href=\"https:\/\/www.khanacademy.org\/math\/statistics-probability\/displaying-describing-data\/more-on-data-displays\/v\/u08-l1-t2-we2-reading-line-graphs\" target=\"_blank\" rel=\"noopener noreferrer\">Line graphs<\/a>\u00a0(6 mins)<br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/math\/statistics-probability\/summarizing-quantitative-data\" target=\"_blank\" rel=\"noopener noreferrer\">Mean and median: The basics<\/a> (45 mins)<br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/math\/statistics-probability\/summarizing-quantitative-data#interquartile-range-iqr\" target=\"_blank\" rel=\"noopener noreferrer\">Range, Interquartile range (IQR)<\/a> - just Range &amp; IQR (no MAD) (15 mins)<\/li>\n<\/ul>\n<ul style=\"padding-left: 60px;\">\n<li style=\"list-style-type: none;\">\u2022 <a href=\"https:\/\/www.khanacademy.org\/math\/statistics-probability\/summarizing-quantitative-data\/other-measures-of-spread\/v\/range-and-mid-range\" target=\"_blank\" rel=\"noopener noreferrer\">Range and Mid-range<\/a><br \/>\n\u2022\u00a0<a href=\"https:\/\/www.khanacademy.org\/math\/statistics-probability\/summarizing-quantitative-data\/interquartile-range-iqr\/v\/calculating-interquartile-range-iqr?modal=1\" target=\"_blank\" rel=\"noopener noreferrer\">Interquartile Range (IQR)<\/a><br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/math\/statistics-probability\/summarizing-quantitative-data\/interquartile-range-iqr\/e\/calculating-the-interquartile-range--iqr-?modal=1\" target=\"_blank\" rel=\"noopener noreferrer\">Practice<\/a><br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/math\/statistics-probability\/summarizing-quantitative-data\/interquartile-range-iqr\/a\/range-and-interquartile-range-worksheet?modal=1\" target=\"_blank\" rel=\"noopener noreferrer\">Comparing range and interquartile range (IQR)<\/a><br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/math\/statistics-probability\/summarizing-quantitative-data\/interquartile-range-iqr\/a\/interquartile-range-review?modal=1\" target=\"_blank\" rel=\"noopener noreferrer\">Interquartile range review<\/a><\/li>\n<\/ul>\n<ul style=\"padding-left: 30px;\">\n<li style=\"list-style-type: none;\">\u2022 <a href=\"https:\/\/www.khanacademy.org\/math\/statistics-probability\/summarizing-quantitative-data#variance-standard-deviation-population\" target=\"_blank\" rel=\"noopener noreferrer\">Population variance and standard deviation<\/a> (1 hour 15 mins)<br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/math\/statistics-probability\/summarizing-quantitative-data#variance-standard-deviation-sample\" target=\"_blank\" rel=\"noopener noreferrer\">Sample variance and standard deviation<\/a> (1 hour 45 mins)<br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/math\/statistics-probability\/displaying-describing-data#practice-test\" target=\"_blank\" rel=\"noopener noreferrer\">Practice test<\/a> (30 mins)<\/li>\n<\/ul>\n<p><span style=\"text-decoration: underline;\"><strong>Modelling Distributions of Data (approx. 2 hours 40 mins total)<\/strong><\/span><br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/math\/statistics-probability\/modeling-distributions-of-data#describing-location-in-a-distribution\" target=\"_blank\" rel=\"noopener noreferrer\">Describing location in a distribution<\/a> (28 mins)<br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/math\/statistics-probability\/modeling-distributions-of-data#normal-distributions-library\" target=\"_blank\" rel=\"noopener noreferrer\">Normal distributions<\/a> (2 hours 10 mins)<\/p>\n<p><span style=\"text-decoration: underline;\"><strong>Probability (approx. 1 hour 25 mins total) (only sections below)<\/strong><\/span><br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/math\/statistics-probability\/probability-library#basic-theoretical-probability\" target=\"_blank\" rel=\"noopener noreferrer\">Basic theoretical probability<\/a>\u00a0(50 mins)<br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/math\/statistics-probability\/probability-library#probability-sample-spaces\" target=\"_blank\" rel=\"noopener noreferrer\">Probability using sample spaces<\/a> (20 mins)<br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/math\/statistics-probability\/probability-library\/quiz\/probability-library-quiz-1?modal=1\" target=\"_blank\" rel=\"noopener noreferrer\">Quiz #1<\/a> (15 mins)<\/p>\n<p><span style=\"text-decoration: underline;\"><strong>Probability Distributions<\/strong><\/span><br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/math\/statistics-probability\/random-variables-stats-library\/discrete-and-continuous-random-variables\/v\/discrete-probability-distribution\" target=\"_blank\" rel=\"noopener noreferrer\">Constructing a Probability Distribution<\/a> (7 mins)<\/p>\n<p><span style=\"text-decoration: underline;\"><strong>Sample Means (approx. 35 mins total)<\/strong><\/span><strong> (only sections below)<\/strong><br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/math\/statistics-probability\/sampling-distributions-library\/sample-means\/v\/central-limit-theorem\" target=\"_blank\" rel=\"noopener noreferrer\">Central limit theorem<\/a> (10 mins)<br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/math\/statistics-probability\/sampling-distributions-library\/sample-means\/v\/sampling-distribution-of-the-sample-mean\" target=\"_blank\" rel=\"noopener noreferrer\">Sampling distribution of the sample mean<\/a> (11 mins)<br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/math\/statistics-probability\/sampling-distributions-library\/sample-means\/v\/sampling-distribution-of-the-sample-mean-2\" target=\"_blank\" rel=\"noopener noreferrer\">Sampling distribution of the sample mean 2<\/a> (14 mins)<\/p>\n<p>\n<\/div>\n<h3 ><a href=\"#economics-4\" >Economics<\/a><\/h3><div id=\"economics-4\" class=\"accordian-shortcode-content \" ><\/p>\n<p><strong><span style=\"color: #78be00;\">Economics<\/span> <a href=\"https:\/\/blogs.ubc.ca\/2022imba\/files\/2018\/08\/UBC-MBA-Academic-Preparation-Economics.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">(Economics - PDF)<\/a><\/strong><\/p>\n<p>10 hours approximate study time. Relevant for Economics.<\/p>\n<p>We will take for granted knowledge of basic algebraic manipulations, including simplifying single equations for the value of a variable in terms of other parameters and solving two equation, two-variable problems. We will also assume students are familiar with moving between algebraic and graphical representations of functions of two variables (most importantly, straight lines). Differential calculus will be used in some optimization problems, and students should be familiar with techniques of differentiation for polynomials and exponential functions, in particular. Parts of our course deal with situations of uncertainty, and for this reason it is helpful for students to be familiar with the basics of probability theory, and the concepts of expected value and variance, in particular.<\/p>\n<p>Economics-specific concepts to know include the following: opportunity cost; marginal cost and marginal revenue; elasticity; demand curve; (industry) supply curve; Nash equilibrium.<\/p>\n<p><span style=\"text-decoration: underline;\"><strong>Introduction to Economics<\/strong><\/span><br \/>\n\u2022<a href=\"https:\/\/www.youtube.com\/watch?v=3ez10ADR_gM\" target=\"_blank\" rel=\"noopener noreferrer\"> Intro to Economics: Crash Course Econ #1<\/a> (13 mins)<\/p>\n<p><span style=\"text-decoration: underline;\"><strong>Average costs (ATC, MC) and marginal revenue (MR)<\/strong><\/span><br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/economics-finance-domain\/microeconomics\/firm-economic-profit\/average-costs-margin-rev\/v\/marginal-cost-average-variable-cost-and-average-total-cost\" target=\"_blank\" rel=\"noopener noreferrer\">Marginal cost and average total cost<\/a> (7 mins)<br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/economics-finance-domain\/microeconomics\/firm-economic-profit\/average-costs-margin-rev\/v\/marginal-revenue-and-marginal-cost\" target=\"_blank\" rel=\"noopener noreferrer\">Marginal revenue and marginal cost<\/a> (6 mins)<br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/economics-finance-domain\/microeconomics\/firm-economic-profit\/average-costs-margin-rev\/v\/marginal-revenue-below-average-total-cost\" target=\"_blank\" rel=\"noopener noreferrer\">Marginal revenue below average total cost<\/a> (6 mins)<\/p>\n<p><span style=\"text-decoration: underline;\"><strong>Derivative introduction (approx. 3 hours 45 mins total)<\/strong><\/span><br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/math\/calculus-home\/differential-calculus\/derivative-intro-dc#intro-to-diff-calculus-dc\" target=\"_blank\" rel=\"noopener noreferrer\">Introduction to differential calculus<\/a> (35 mins)<br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/math\/calculus-home\/differential-calculus\/derivative-intro-dc#derivative-as-tangent-slope-dc\" target=\"_blank\" rel=\"noopener noreferrer\">Derivative as slope of tangent line<\/a> (15 mins)<br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/math\/calculus-home\/differential-calculus\/derivative-intro-dc#derivative-as-instantaneous-rate-of-change-dc\" target=\"_blank\" rel=\"noopener noreferrer\">Derivative as instantaneous rate of change<\/a>\u00a0(20 mins)<br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/math\/calculus-home\/differential-calculus\/derivative-intro-dc#secant-lines-dc\" target=\"_blank\" rel=\"noopener noreferrer\">Secant lines<\/a> (45 mins)<br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/math\/calculus-home\/differential-calculus\/derivative-intro-dc#derivative-as-a-limit-dc\" target=\"_blank\" rel=\"noopener noreferrer\">Derivative as a limit<\/a> (25 mins)<br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/math\/calculus-home\/differential-calculus\/derivative-intro-dc#formal-definition-of-derivative-dc\" target=\"_blank\" rel=\"noopener noreferrer\">Formal definition of derivative<\/a> (20 mins)<br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/math\/calculus-home\/differential-calculus\/derivative-intro-dc#differentiability-dc\" target=\"_blank\" rel=\"noopener noreferrer\">Differentiability<\/a> (27 mins)<br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/math\/calculus-home\/differential-calculus\/derivative-intro-dc#derivative-as-a-function-dc\" target=\"_blank\" rel=\"noopener noreferrer\">Derivative as a function<\/a> (25 mins)<br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/math\/calculus-home\/differential-calculus\/derivative-intro-dc#derivative-basics-review-dc\" target=\"_blank\" rel=\"noopener noreferrer\">Review: Derivative basics<\/a> (15 mins)<\/p>\n<p><span style=\"text-decoration: underline;\"><strong>Basic differentiation (approx. 2 hours 15 mins total)<\/strong><\/span><br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/math\/calculus-home\/differential-calculus\/basic-differentiation-dc#basic-differentiation-rules-dc\" target=\"_blank\" rel=\"noopener noreferrer\">Basic differentiation rules<\/a>\u00a0(40 mins)<br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/math\/calculus-home\/differential-calculus\/basic-differentiation-dc#power-rule-dc\" target=\"_blank\" rel=\"noopener noreferrer\">Power rule<\/a> (23 mins)<br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/math\/calculus-home\/differential-calculus\/basic-differentiation-dc#polynomial-functions-differentiation-dc\" target=\"_blank\" rel=\"noopener noreferrer\">Polynomial functions differentiation<\/a> (45 mins)<br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/math\/calculus-home\/differential-calculus\/basic-differentiation-dc#basic-differentiation-review-dc\" target=\"_blank\" rel=\"noopener noreferrer\">Review: Basic differentiation<\/a> (30 mins)<\/p>\n<p><span style=\"text-decoration: underline;\"><strong>Product, quotient &amp; chain rules (approx. 1 hour 35 mins total)<\/strong><\/span><br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/math\/calculus-home\/differential-calculus\/product-quotient-chain-rules-dc#product-rule-dc\" target=\"_blank\" rel=\"noopener noreferrer\">Product rule<\/a> (45 mins)<br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/math\/calculus-home\/differential-calculus\/product-quotient-chain-rules-dc#chain-rule-dc\" target=\"_blank\" rel=\"noopener noreferrer\">Chain rule<\/a> (50 mins)<\/p>\n<p><span style=\"text-decoration: underline;\"><strong>Derivative applications (approx. 1 hour 40 mins total) (only section below)<\/strong><\/span><br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/math\/calculus-home\/differential-calculus\/derivative-applications-dc#optimization-dc\" target=\"_blank\" rel=\"noopener noreferrer\">Optimization<\/a> (1 hr 40 mins)<\/p>\n<p><span style=\"text-decoration: underline;\"><strong>Game theory and Nash Equilibrium (approx. 17 mins total)<\/strong><\/span><br \/>\n\u2022<a href=\"https:\/\/www.khanacademy.org\/economics-finance-domain\/microeconomics\/nash-equilibrium-tutorial\/nash-eq-tutorial\/v\/prisoners-dilemma-and-nash-equilibrium\" target=\"_blank\" rel=\"noopener noreferrer\"> Prisoner\u2019s dilemma and the Nash equilibrium<\/a> (10 mins)<br \/>\n\u2022 <a href=\"https:\/\/www.khanacademy.org\/economics-finance-domain\/microeconomics\/nash-equilibrium-tutorial\/nash-eq-tutorial\/v\/more-on-nash-equilibrium\" target=\"_blank\" rel=\"noopener noreferrer\">More on Nash equilibrium<\/a> (7 mins)<\/p>\n<p>\n<\/div>\n<h3 ><a href=\"#excel-plagiarism-citation-5\" >Excel, Plagiarism &amp; Citation<\/a><\/h3><div id=\"excel-plagiarism-citation-5\" class=\"accordian-shortcode-content \" ><\/p>\n<p><strong>Excel<br \/>\n<\/strong>1 hour to 4 hours approximate study time, depending on previous skill level. Relevant for Statistics, Operations, Finance.<\/p>\n<p>You will use Excel frequently in various courses during your program \u2013 make sure you have the basic skills in advance.<\/p>\n<ul>\n<li><a href=\"https:\/\/support.office.com\/en-us\/article\/Excel-training-9bc05390-e94c-46af-a5b3-d7c22f6990bb?ui=en-US&amp;rs=en-US&amp;ad=US\" target=\"_blank\" rel=\"noopener noreferrer\">Excel training<\/a>\u00a0(delivered by <strong>Microsoft<\/strong>)<\/li>\n<li><a href=\"https:\/\/www.linkedin.com\/learning\/excel-2016-advanced-formulas-and-functions?trk=par_acq_MSFThelp-excel-tc-categorypage-link-l001-link_learning&amp;src=mi-inprod&amp;veh=excel-help&amp;utm_source=microsoft&amp;utm_medium=help-integration&amp;utm_campaign=par_acq_MSFThelp-excel-tc-categorypage-link-l001-link_learning\" target=\"_blank\" rel=\"noopener noreferrer\">Advanced Formulas &amp; Functions<\/a> (delivered by <strong>LinkedI<\/strong><strong>n Learning.<\/strong> This learning platform can be accessed for free with a UBC student email address. To set up your email address, click here <a href=\"https:\/\/id.ubc.ca\/\">https:\/\/id.ubc.ca\/)<\/a>\n<ul>\u2022 Intro (1 min)<\/ul>\n<ul>\u2022 Section 1: Formula &amp; Function Tips &amp; Shortcuts (50 mins)<\/ul>\n<ul>\u2022 Section 2: Formula &amp; Function Tools (45 mins)<\/ul>\n<ul>\u2022 Section 3: IF and Related Functions (25 mins)<\/ul>\n<ul>\u2022 Section 4: Lookup and Reference Functions (only VLOOKUP) (25 mins)<\/ul>\n<ul>\u2022 Section 6: Statistical Functions (only MEDIAN, MODE, COUNT) (15 mins)<\/ul>\n<ul>\u2022 Section 7: Math Functions (only ROUND, ROUNDUP, ROUNDDOWN, RAND, RANDBETWEEN) (10 mins)<\/ul>\n<ul>\u2022 Section 11: Text Functions (only CONCATENATE)<\/ul>\n<\/li>\n<\/ul>\n<p><strong>Plagiarism &amp; Citation<br \/>\n<\/strong>1 hour approximate study time. Critical skills for all of your courses - make sure you know how to cite your work, and understand what your responsibilities are with regards to academic integrity.<\/p>\n<p>\u2022 <a href=\"http:\/\/learningcommons.ubc.ca\/resource-guides\/avoid-plagiarism\/\" target=\"_blank\" rel=\"noopener noreferrer\">Avoiding Plagiarism<\/a> (UBC Commons resource)<br \/>\n\u2022 <a href=\"https:\/\/help.library.ubc.ca\/evaluating-and-citing-sources\/how-to-cite\/\" target=\"_blank\" rel=\"noopener noreferrer\">How to cite<\/a> (UBC Library resource)<br \/>\n\u2022 <a href=\"https:\/\/wiki.ubc.ca\/images\/8\/81\/APA_Style_Guide_Sept_2013a.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">Getting started with APA Citation style<\/a> (UBC Library resource)<\/p>\n<p>\n<\/div>\n<\/div><!-- #random-accordion-id-649end of accordion shortcode -->\n","protected":false},"excerpt":{"rendered":"<p>The fast pace of the UBC IMBA program necessitates that all students have a foundational proficiency in Quantitative Methods and Excel and familiarity with Statistics, Economics and Finance. To aid in ensuring that you have adequate knowledge in the above subjects we have liaised with your program instructors to compile a list of free online &hellip; <a href=\"https:\/\/blogs.ubc.ca\/2022imba\/pre-program-information\/\" class=\"more-link\">Continue reading<span class=\"screen-reader-text\"> &#8220;Academic Online Prep&#8221;<\/span><\/a><\/p>\n","protected":false},"author":64561,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-1946","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/blogs.ubc.ca\/2022imba\/wp-json\/wp\/v2\/pages\/1946","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blogs.ubc.ca\/2022imba\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/blogs.ubc.ca\/2022imba\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/blogs.ubc.ca\/2022imba\/wp-json\/wp\/v2\/users\/64561"}],"replies":[{"embeddable":true,"href":"https:\/\/blogs.ubc.ca\/2022imba\/wp-json\/wp\/v2\/comments?post=1946"}],"version-history":[{"count":4,"href":"https:\/\/blogs.ubc.ca\/2022imba\/wp-json\/wp\/v2\/pages\/1946\/revisions"}],"predecessor-version":[{"id":4350,"href":"https:\/\/blogs.ubc.ca\/2022imba\/wp-json\/wp\/v2\/pages\/1946\/revisions\/4350"}],"wp:attachment":[{"href":"https:\/\/blogs.ubc.ca\/2022imba\/wp-json\/wp\/v2\/media?parent=1946"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}