Concept explainers
Population-growth dynamics are important in a variety of planning studies for areas such as transportation and water-resource engineering. One of the simplest models of such growth incorporates the assumption that the rate of change of the population p is proportional to the existing population at any time t:
where
Want to see the full answer?
Check out a sample textbook solutionChapter 28 Solutions
Numerical Methods for Engineers
Additional Math Textbook Solutions
Pathways To Math Literacy (looseleaf)
Introductory Statistics
University Calculus: Early Transcendentals (4th Edition)
Elementary Statistics (13th Edition)
APPLIED STAT.IN BUS.+ECONOMICS
Calculus for Business, Economics, Life Sciences, and Social Sciences (14th Edition)
- World Population The following table shows world population N, in billions, in the given year. Year 1950 1960 1970 1980 1990 2000 2010 N 2.56 3.04 3.71 4.45 5.29 6.09 6.85 a. Use regression to find a logistic model for world population. b. What r value do these data yield for humans on planet Earth? c. According to the logistic model using these data, what is the carrying capacity of planet Earth for humans? d. According to this model, when will world population reach 90 of carrying capacity? Round to the nearest year. Note: This represents a rather naive analysis of world population.arrow_forwardTable 3 gives the annual sales (in millions of dollars) of a product from 1998 to 20006. What was the average rate of change of annual sales (a) between 2001 and 2002, and (b) between 2001 and 2004?arrow_forwardThe table shows the mid-year populations (in millions) of five countries in 2015 and the projected populations (in millions) for the year 2025. (a) Find the exponential growth or decay model y=aebt or y=aebt for the population of each country by letting t=15 correspond to 2015. Use the model to predict the population of each country in 2035. (b) You can see that the populations of the United States and the United Kingdom are growing at different rates. What constant in the equation y=aebt gives the growth rate? Discuss the relationship between the different growth rates and the magnitude of the constant.arrow_forward
- Answer the following Questionarrow_forwardConsider the following example of the logistic equation. This equation is used as a simple model for the growth rate of a single species population, P(), that includes competition for limited resources.arrow_forward(Medicare). The annual expenditures for Medicare (in billions of dollars) by the US Government for selected years since 1980 are shown in Table 4. Let x represent the years since 1980. (Use 4 decimal places in all answers.) Year Billion $ 1980 37 1985 72 1990 111 1995 181 2000 197 2005 330 Table 4: Medicare Expenditures A. Find the exponential regression model for the data. M(x) = B. What is the r2 value for this model? r2 = C. Extimate (to the nearest billion) the expenditures in 2008? The Medicare expenditures in 2008 were about $ billion.arrow_forward
- Question Four The President of the Farmers Association wants to know how the amount of fertilizer and the amount of water given to plants affect their growth. The results were inputted into MINITAB so as to fit the model. Regression Analysis: Growth versus Water, Fertilizer The regression equation is Growth = ß+ Water + aFertilizer %3D Predictor Coef SE Coef T 42.085 Constant ** 3.118 0.009 Water 0.178 0.386 0.460 0.654 Fertilizer 5.790 0.952 6.083 S = 6.159 R-Sq = 77.1%% R-Sq (adj) = 73.3% Analysis of Variance Source DF SS MS F Regression 1532.603 766.301 *** **** Residual Error 12 455.130 37.928 Total 14 1987.733 Write out the regression equation ii. i. What is the sample size used in this investigation? i1i. Determine the values of *, ** and ***, iv. Conduct a hypothesis test, at the 5% level of significance, to determine whether o is significant. **** What would be the growth of the plant if 4g of fertilizer and 7g of ater was given to it daily? vi. V. Carry out an F -test at the…arrow_forward(Medicare). The annual expenditures for Medicare (in billions of dollars) by the US Government for selected years since 1980 are shown in Table 4. Let x represent the years since 1980. (Use 4 decimal places in all answers.) Table 4: Medicare Expenditures Year Billion $ 1980 37 1985 72 1990 111 1995 181 2000 197 2005 330 A. Find the exponential regression model for the data.M(x) = B. What is the r2 value for this model?r2 = C. Extimate (to the nearest billion) the expenditures in 2008?The Medicare expenditures in 2008 were about $ billion.arrow_forward
- Linear Algebra: A Modern IntroductionAlgebraISBN:9781285463247Author:David PoolePublisher:Cengage LearningAlgebra & Trigonometry with Analytic GeometryAlgebraISBN:9781133382119Author:SwokowskiPublisher:CengageFunctions and Change: A Modeling Approach to Coll...AlgebraISBN:9781337111348Author:Bruce Crauder, Benny Evans, Alan NoellPublisher:Cengage Learning
- Glencoe Algebra 1, Student Edition, 9780079039897...AlgebraISBN:9780079039897Author:CarterPublisher:McGraw Hill