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Ohlone - PEOPLE - 159
Ex 1a F_test two-tailed test p-value = F_crit =2.56 0.0636 greater than alpha 2.70271b right-tailed test p-value = 0.0318 less than alpha F_crit = 2.3002 Ex 2 F_test = 1.88 right-tailed test p-value = 0.0223 less than alpha F_crit = 1.6760Orang
Ohlone - PEOPLE - 159
Date Sept. 1 Sept. 2 Sept. 3 Sept. 4 Sept. 5 Sept. 6 Sept. 7 Sept. 8 Sept. 9 Sept. 10 Sept. 11 Sept. 12 Sept. 13 Sept. 14 Sept. 15 Sept. 16 Sept. 17 Sept. 18 Sept. 19 Sept. 20 Sept. 21 Sept. 22 Sept. 23 Sept. 24 Sept. 25 Sept. 26 Sept. 27 Sept. 28 Se
Ohlone - PEOPLE - 159
MON 0 0 0 0 0.05 0 0.01 0 0 0.12 0 0 1.41 0 0 0 0.47 0 0 0.92 0.01 0.01 0 0 0 0 0.03 0 0.01 0 0.11 0.01 0.49 0 0.01 0 0 0 0.12 0 0 0 0.59 0 0.01 0 0 0.41 0 0 0TUES 0 0 0 0.44 0 0 0 0 0.01 0.06 0 0.02 0.65 0 0 0 0 0.09 0.14 0.36 0 0 0 0 0 0 0 0.11 0
Ohlone - PEOPLE - 159
Ex 1 Right-tailed n= s= alpha = chitest = p-value = chi_crit =81 sigma = 1.28 df = 0.05 108.32 0.02 101.881.1 80Ex 2 Left-tailed n= s= alpha = sigma_sq = df = chi_test = p-value = chi_crit =20 2.5 0.05 10 19 11.88 0.11 10.12Ex 3 Two-tailed
Ohlone - PEOPLE - 159
Ex 1. x_bar = s= n= mu =289 56 16 250alpha =0.01t_test =2.79Ex 2. Two-tailed test p-value = 0.0139 t_crit = 2.95Right-tailed test p-value = 0.01 t_crit = 2.6Ex 3. x_bar = s= n= df = mu = alpha = t_test = Left-tailed test p-value = t_c
Ohlone - PEOPLE - 159
Blue 0.881 0.863 0.775 0.854 0.810 0.858 0.818 0.868 0.803 0.932 0.842 0.832 0.807 0.841 0.932 0.833 0.881 0.818 0.864 0.825 0.855 0.942 0.825 0.869 0.912 0.887 0.886n= s= conf = alpha = alpha/2 = area =27 0.04 0.98 0.02 0.01 0.99 chisqL = chisqR
Ohlone - PEOPLE - 159
Red 0.751 0.841 0.856 0.799 0.966 0.859 0.857 0.942 0.873 0.809 0.890 0.878 0.905x_bar = s= n= confidence = alpha = df = t= E=0.864 0.06 13 0.94 0.06 12 2.08 0.030.8304 < mu <0.8967
Ohlone - PEOPLE - 159
Red 0.751 0.841 0.856 0.799 0.966 0.859 0.857 0.942 0.873 0.809 0.890 0.878 0.905Orange 0.735 0.895 0.865 0.864 0.852 0.866 0.859 0.838 0.863 0.888 0.925 0.793 0.977 0.850 0.830 0.856 0.842 0.778 0.786 0.853 0.864 0.873 0.880 0.882 0.931Yellow 0.
Ohlone - PEOPLE - 159
Name _ Fall 08Computer Assignment #2 Math 159Make sure that you use the correct Excel document for this assignment. You will not receive credit if you use the wrong data. 1. (20 pts) Let x be a random variable with the probability distribution gi
Ohlone - PEOPLE - 159
Name _ Fall 08Computer Assignment #3 Math 159Do ALL calculations in Excel, and email your completed Excel document to rsmedfjeld@ohlone.edu by the beginning of class on Monday November 10th. 1. (10 pts) When there is a large number of trials in a
Ohlone - PEOPLE - 159
Name _ Fall 08Computer Assignment #4 Math 159Do ALL calculations in Excel, and email your completed Excel document to rsmedfjeld@ohlone.edu by the beginning of class on Wednesday November 26th. 1. (25 pts) For all parts of this problem, use the s
UCSB - ECON - 100
Chapter OneThe MarketThe Theory of Economics does not furnish a body of settled conclusions immediately applicable to policy. It is a method rather than a doctrine, an apparatus of the mind, a technique of thinking which helps its possessor to dra
UCSB - ECON - 100
Chapter ThreePreferencesRationality in EconomicsBehavioral Postulate: A decisionmaker always chooses its most preferred alternative from its set of available alternatives. x So to model choice we must model decisionmakers preferences.xPreferen
UCSB - ECON - 100
Chapter FourUtilityPreferences - A Reminderx y: x is preferred strictly to y. x x y: x and y are equally preferred. x x y: x is preferred at least as ~ much as is y.xPreferences - A ReminderxCompleteness: For any two bundles x and y it is
UCSB - ECON - 100
Chapter FiveChoiceEconomic RationalityThe principal behavioral postulate is that a decisionmaker chooses its most preferred alternative from those available to it. x The available choices constitute the choice set. x How is the most preferred bun
UCSB - ECON - 100
Chapter SixDemandProperties of Demand FunctionsxComparative statics analysis of ordinary demand functions - the study of how ordinary demands x1*(p1,p2,y) and x2*(p1,p2,y) change as prices p1, p2 and income y change.Own-Price ChangesxHow d
UCSB - ECON - 100
Chapter SevenRevealed PreferenceRevealed Preference AnalysisxSuppose we observe the demands (consumption choices) that a consumer makes for different budgets. This reveals information about the consumers preferences. We can use this information
UCSB - ECON - 100
Chapter EightSlutsky EquationEffects of a Price ChangexWhat happens when a commoditys price decreases? Substitution effect: the commodity is relatively cheaper, so consumers substitute it for now relatively more expensive other commodities.E
UCSB - ECON - 100
Chapter NineBuying and SellingBuying and SellingTrade involves exchange - when something is bought something else must be sold. x What will be bought? What will be sold? x Who will be a buyer? Who will be a seller?xBuying and SellingAnd how a
UCSB - ECON - 100
Chapter TenIntertemporal ChoiceIntertemporal ChoicePersons often receive income in lumps; e.g. monthly salary. x How is a lump of income spread over the following month (saving now for consumption later)? x Or how is consumption financed by borro
UCSB - ECON - 100
Chapter ElevenAsset MarketsAssetsAn asset is a commodity that provides a flow of services over time. x E.g. a house, or a computer. x A financial asset provides a flow of money over time - a security.xAssetsxTypically asset values are uncer
UCSB - ECON - 100
Chapter TwelveUncertaintyUncertainty is PervasivexWhat is uncertain in economic systems? tomorrows prices future wealth future availability of commodities present and future actions of other people.Uncertainty is PervasivexWhat are rat
UCSB - ECON - 100
Chapter FifteenMarket DemandFrom Individual to Market Demand Functions Thinkof an economy containing n consumers, denoted by i = 1, ,n. Consumer is ordinary demand function for commodity j is x*i (p1 , p 2 , mi ) jFrom Individual to Market
UCSB - ECON - 100
Chapter SixteenEquilibriumMarket EquilibriumAmarket is in equilibrium when total quantity demanded by buyers equals total quantity supplied by sellers.Market EquilibriumMarket p demandq=D(p) D(p)Market Equilibriump Market supply q=S(p)
UCSB - ECON - 100
Chapter SeventeenAuctionsWho Uses Auctions?Owners of art, cars, stamps, machines, mineral rights etc. x Q: Why auction?xWho Uses Auctions?Owners of art, cars, stamps, machines, mineral rights etc. x Q: Why auction? x A: Because many markets a
UCSB - ECON - 100
Chapter EighteenTechnologyTechnologiesAtechnology is a process by which inputs are converted to an output. E.g. labor, a computer, a projector, electricity, and software are being combined to produce this lecture.Technologies Usuallysever
UCSB - ECON - 100
Chapter NineteenProfit-MaximizationEconomic ProfitA firm uses inputs j = 1,m to make products i = 1,n. x Output levels are y1,yn.x x x xInput levels are x1,xm. Product prices are p1,pn. Input prices are w1,wm.The Competitive FirmxThe comp
UCSB - ECON - 100
Chapter TwentyCost MinimizationCost MinimizationA firm is a cost-minimizer if it produces any given output level y 0 at smallest possible total cost. x c(y) denotes the firms smallest possible total cost for producing y units of output. x c(y) i
UCSB - ECON - 100
Chapter Twenty-OneCost CurvesTypes of Cost CurvesA total cost curve is the graph of a firms total cost function. x A variable cost curve is the graph of a firms variable cost function. x An average total cost curve is the graph of a firms average
UCSB - ECON - 100
Chapter Twenty-TwoFirm SupplyFirm Supply Howdoes a firm decide how much product to supply? This depends upon the firms technology market environment goals competitors behaviorsMarket Environments Arethere many other firms, or just a fe
UCSB - ECON - 100
Chapter Twenty-ThreeIndustry SupplySupply From A Competitive IndustryxHow are the supply decisions of the many individual firms in a competitive industry to be combined to discover the market supply curve for the entire industry?Supply From A
UCSB - ECON - 100
Chapter Twenty-FourMonopolyPure MonopolyA monopolized market has a single seller. x The monopolists demand curve is the (downward sloping) market demand curve. x So the monopolist can alter the market price by adjusting its output level.xPure
UCSB - ECON - 100
Chapter Twenty-FiveMonopoly BehaviorHow Should a Monopoly Price?So far a monopoly has been thought of as a firm which has to sell its product at the same price to every customer. This is uniform pricing. x Can price-discrimination earn a monopoly
UCSB - ECON - 100
Chapter Twenty-SixFactor MarketsA Competitive Firms Input DemandsA purely competitive firm is a pricetaker in its output and input markets. x It buys additional units of input i until the extra cost of extra unit exceeds the extra revenue generat
UCSB - ECON - 100
Chapter Twenty-SevenOligopolyOligopolyA monopoly is an industry consisting a single firm. x A duopoly is an industry consisting of two firms. x An oligopoly is an industry consisting of a few firms. Particularly, each firms own price or output de
UCSB - ECON - 100
Game ApplicationsChapter 29Nash Equilibrium In any Nash equilibrium (NE) each player chooses a best response to the choices made by all of the other players. A game may have more than one NE. How can we locate every one of a games Nash equi
UCSB - ECON - 100
Chapter Thirty-OneExchangeExchangeTwo consumers, A and B. x Their endowments of goods 1 and 2 are A A A B BB = ( 1 , 2 ) and = (1 , 2 ).xE.g. = ( 6,4 ) and = ( 2, 2). x The total quantities available A B are 1 + 1 = 6 + 2 = 8 units of go
UCSB - ECON - 100
Chapter Thirty-TwoProductionExchange Economies (revisited)No production, only endowments, so no description of how resources are converted to consumables. x General equilibrium: all markets clear simultaneously. x 1st and 2nd Fundamental Theorems
UCSB - ECON - 100
Chapter Thirty-ThreeWelfareSocial ChoiceDifferent economic states will be preferred by different individuals. x How can individual preferences be aggregated into a social preference over all possible economic states?xAggregating Preferencesx,
UCSB - ECON - 100
Chapter Thirty-FourExternalitiesExternalitiesAn externality is a cost or a benefit imposed upon someone by actions taken by others. The cost or benefit is thus generated externally to that somebody. x An externally imposed benefit is a positive e
UCSB - ECON - 100
Chapter Thirty-SixPublic GoodsPublic Goods - DefinitionxA good is purely public if it is both nonexcludable and nonrival in consumption. Nonexcludable - all consumers can consume the good. Nonrival - each consumer can consume all of the good.
UNC Wilmington - CHM - 101
CHM-101 NAME Exam ISummer 2008You will have 70 minutes to complete the exam. There is one best answer to each question. All questions are worth the same number of points. Be sure to sign your name on the answer sheet above the General Purp
UNC Wilmington - CHM - 101
CHM101 NAME Exam 2Summer 2008 Raw Score TScoreYou will have 70 minutes to complete the exam. There is one best answer to each question and all questions are worth the same number of points. Sign your name on the answer sheet above the Gene
UNC Wilmington - CHM - 101
CHM101 NAME Exam IIISummer 2008 Raw Score TScoreYou will have 75 minutes to complete the exam. There is one best answer to each question and all questions are worth the same number of points. Sign your name on the answer sheet above the Gen
UNC Wilmington - CHM - 101
CHM-101Exam ISummer 2008KEY Material being tested in parentheses after each question1. Which of the following is a (are) chemical property (properties) of gold? (chemical & physical properties) a. forms 3+ and 1+ cations d. a, b, and c e. a a
UNC Wilmington - CHM - 101
CHM101 NAMEExam 2 KEYSummer 2008 Raw Score TScore1.Caffeine, a stimulant added to many commercial soft drinks, contains 49.5% C, 5.15% H, 28.9% N, and 16.5% O by mass. Empirical formula of caffeine is: (determination of empirical formula from
UNC Wilmington - CHM - 101
CHM101 NAME KEYExam IIISummer 2008 Raw Score TScore1. For the following three pairs of substances, pick the member of each pair with the lower entropy. (relative amounts of S in substances) Fe(g) and Fe(l) a. Fe(g), NaCl(s) at 25oC, C3H8 (g) Na
UNC Wilmington - CHM - 101
CHM 101 raw score 23 22 21 20 19 18 17 16 15 14 13 12 11 10 9 8 7 6 5 T-Score 73.1 70.4 67.7 65.0 62.2 59.5 56.8 54.1 51.4 48.7 46.0 43.3 40.6 37.9 35.1 32.4 29.7 27.0 24.3Exam 1 % 100.0 95.7 91.3 87.0 82.6 78.3 73.9 69.6 65.2 60.9 56.5 52.2 47.8 4
UNC Wilmington - CHM - 101
CHM 101 raw score 21 20 19 18 17 16 15 14 13 12 11 10 9 8 7 6 5 4Exam 2 % 100.0 95.2 90.5 85.7 81.0 76.2 71.4 66.7 61.9 57.1 52.4 47.6 42.9 38.1 33.3 28.6 23.8 19.0 A A A A B B C+ C+ C C D D F F F F F F 16T-Score 69.5 67.0 64.5 62.0 59.5 57.0 54.
UNC Wilmington - CHM - 101
CHM 101 raw score 23 22 21 20 19 18 17 16 15 14 13 12 11 10 9 8 7 6 5 4Exam 3 % 100.0 95.7 91.3 87.0 82.6 78.3 73.9 69.6 65.2 60.9 56.5 52.2 47.8 43.5 39.1 34.8 30.4 26.1 21.7 17.39 A A A A A B BC+ C C D D F F F F F F F F 7T-Score 72.3 69.7 67.1
Utah State - CS - 5600
CS5600 TAKE HOME FINAL150 points, 5 questions each worth 30 points. Instructions: You must download and print this exam. Return the completed exam to Main 402D, scan in and email to nick.flann@usu.edu or fax to 435 797 3265 by 12:00 midnight on 12th
Utah State - CS - 5600
Sudoku as a SAT ProblemIns Lynce eIST/INESC-ID, Technical University of Lisbon, Portugal ines@sat.inesc-id.ptJol Ouaknine eOxford University Computing Laboratory, UK joel@comlab.ox.ac.ukAbstract Sudoku is a very simple and well-known puzzle th
East Los Angeles College - MUSI - 1020
Texts and Contexts Module Outline MUSI3721/3821 (sem1)The female voice in South Asian musicTutor: Katherine Brown k.r.brown@leeds.ac.uk 0113 34 38218Learning Objectives On completion of this module, you should be able to: Summary Women have p