Chapter 2.4, Problem 34E

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7th Edition

Stefan Waner + 1 other

ISBN: 9781337274203

Textbook Problem

**College Basketball: Women** The following table shows the number of NCAA women's college basketball teams in the United States for various years since 1990:^{55}

t (years since 1990) |
0 | 5 | 10 | 11 | 12 | 13 | 14 |

Teams |
782 | 864 | 956 | 958 | 975 | 1,009 | 1,008 |

t (years since 1990) |
15 | 16 | 17 | 18 | 19 | 20 |

Teams |
1,036 | 1,018 | 1,003 | 1,013 | 1,032 | 1,036 |

**a.** What is the logistic regression model for the data? (Round all coefficients to three significant digits.) At what value does the model predict that the number of basketball teams will level off?

**b.** According to the model, for what value of *t* is the regression curve steepest? Interpret the answer.

**c.** Interpret the coefficient *b* in the context of the number of women’s basketball teams.

**(a)**

To determine

**To calculate:** A logistic regression model by using technology. At what value does the model predict that the number of basketball team will level off. Round coefficients to three significant figures, the data is given as follows:

t (years since 1990) |
0 | 5 | 10 | 11 | 12 | 13 | 14 |

Teams | 782 | 864 | 956 | 958 | 975 | 1,009 | 1,008 |

t (years since 1990) |
15 | 16 | 17 | 18 | 19 | 20 | |

Teams | 1,036 | 1,018 | 1,003 | 1,013 | 1,032 | 1,036 |

Explanation

**Given Information:**

The provided data is:

t (years since 1990) |
0 | 5 | 10 | 11 | 12 | 13 | 14 |

Teams | 782 | 864 | 956 | 958 | 975 | 1,009 | 1,008 |

t (years since 1990) |
15 | 16 | 17 | 18 | 19 | 20 | |

Teams | 1,036 | 1,018 | 1,003 | 1,013 | 1,032 | 1,036 |

**Calculation:**

The form of the logistic function is:

Where constants

and

are non-zero

There are certain properties of the curve represented by the logistic curve,

The graph of the function formed is S-shaped which is formed by sandwiching between the horizontal lines

If

A technological formula refers to the formula used when it is solved using technology that is programming. During programming certain instructions and symbols are already stored within the directory of the programming software. So, it has its own language in which the formula can be interpreted so that it would be comprehend by the software in operation.

Consider the provided data:

t (years since 1990) |
0 | 5 | 10 | 11 | 12 | 13 | 14 |

Teams | 782 | 864 | 956 | 958 | 975 | 1,009 | 1,008 |

t (years since 1990) |
15 | 16 | 17 | 18 | 19 | 20 | |

Teams | 1,036 | 1,018 | 1,003 | 1,013 | 1,032 | 1,036 |

Now to determine the logistic model

Step 1: Use STAT EDIT to enter the table of values of the Ti-83 calculator as shown:

**(b)**

To determine

**To calculate:** The value of

**(c)**

To determine

The value of coefficient

in terms of number of the women’s basketball team.

Sect-2.1 P-1ESect-2.1 P-2ESect-2.1 P-3ESect-2.1 P-4ESect-2.1 P-5ESect-2.1 P-6ESect-2.1 P-7ESect-2.1 P-8ESect-2.1 P-9ESect-2.1 P-10E

Sect-2.1 P-11ESect-2.1 P-12ESect-2.1 P-13ESect-2.1 P-14ESect-2.1 P-15ESect-2.1 P-16ESect-2.1 P-17ESect-2.1 P-18ESect-2.1 P-19ESect-2.1 P-20ESect-2.1 P-21ESect-2.1 P-22ESect-2.1 P-23ESect-2.1 P-24ESect-2.1 P-25ESect-2.1 P-26ESect-2.1 P-27ESect-2.1 P-28ESect-2.1 P-29ESect-2.1 P-30ESect-2.1 P-31ESect-2.1 P-32ESect-2.1 P-33ESect-2.1 P-34ESect-2.1 P-35ESect-2.1 P-36ESect-2.1 P-37ESect-2.1 P-38ESect-2.1 P-39ESect-2.1 P-40ESect-2.1 P-41ESect-2.1 P-42ESect-2.1 P-43ESect-2.1 P-44ESect-2.1 P-45ESect-2.1 P-46ESect-2.1 P-47ESect-2.1 P-48ESect-2.1 P-49ESect-2.1 P-50ESect-2.1 P-51ESect-2.1 P-52ESect-2.1 P-53ESect-2.1 P-54ESect-2.1 P-55ESect-2.1 P-56ESect-2.1 P-57ESect-2.1 P-58ESect-2.1 P-59ESect-2.1 P-60ESect-2.1 P-61ESect-2.1 P-62ESect-2.2 P-1ESect-2.2 P-2ESect-2.2 P-3ESect-2.2 P-4ESect-2.2 P-5ESect-2.2 P-6ESect-2.2 P-7ESect-2.2 P-8ESect-2.2 P-9ESect-2.2 P-10ESect-2.2 P-11ESect-2.2 P-12ESect-2.2 P-13ESect-2.2 P-14ESect-2.2 P-15ESect-2.2 P-16ESect-2.2 P-17ESect-2.2 P-18ESect-2.2 P-19ESect-2.2 P-20ESect-2.2 P-21ESect-2.2 P-22ESect-2.2 P-23ESect-2.2 P-24ESect-2.2 P-25ESect-2.2 P-26ESect-2.2 P-27ESect-2.2 P-28ESect-2.2 P-29ESect-2.2 P-30ESect-2.2 P-31ESect-2.2 P-32ESect-2.2 P-33ESect-2.2 P-34ESect-2.2 P-35ESect-2.2 P-36ESect-2.2 P-37ESect-2.2 P-38ESect-2.2 P-39ESect-2.2 P-40ESect-2.2 P-41ESect-2.2 P-42ESect-2.2 P-43ESect-2.2 P-44ESect-2.2 P-45ESect-2.2 P-46ESect-2.2 P-47ESect-2.2 P-48ESect-2.2 P-49ESect-2.2 P-50ESect-2.2 P-51ESect-2.2 P-52ESect-2.2 P-53ESect-2.2 P-54ESect-2.2 P-55ESect-2.2 P-56ESect-2.2 P-57ESect-2.2 P-58ESect-2.2 P-59ESect-2.2 P-60ESect-2.2 P-61ESect-2.2 P-62ESect-2.2 P-63ESect-2.2 P-64ESect-2.2 P-65ESect-2.2 P-66ESect-2.2 P-67ESect-2.2 P-68ESect-2.2 P-69ESect-2.2 P-70ESect-2.2 P-71ESect-2.2 P-72ESect-2.2 P-73ESect-2.2 P-74ESect-2.2 P-75ESect-2.2 P-76ESect-2.2 P-77ESect-2.2 P-78ESect-2.2 P-79ESect-2.2 P-80ESect-2.2 P-81ESect-2.2 P-82ESect-2.2 P-83ESect-2.2 P-84ESect-2.2 P-85ESect-2.2 P-86ESect-2.2 P-87ESect-2.2 P-88ESect-2.2 P-89ESect-2.2 P-90ESect-2.2 P-91ESect-2.2 P-92ESect-2.2 P-93ESect-2.2 P-94ESect-2.2 P-95ESect-2.2 P-96ESect-2.2 P-97ESect-2.2 P-98ESect-2.2 P-99ESect-2.2 P-100ESect-2.2 P-101ESect-2.2 P-102ESect-2.2 P-103ESect-2.2 P-104ESect-2.2 P-105ESect-2.2 P-106ESect-2.2 P-107ESect-2.2 P-108ESect-2.2 P-109ESect-2.2 P-110ESect-2.3 P-1ESect-2.3 P-2ESect-2.3 P-3ESect-2.3 P-4ESect-2.3 P-5ESect-2.3 P-6ESect-2.3 P-7ESect-2.3 P-8ESect-2.3 P-9ESect-2.3 P-10ESect-2.3 P-11ESect-2.3 P-12ESect-2.3 P-13ESect-2.3 P-14ESect-2.3 P-15ESect-2.3 P-16ESect-2.3 P-17ESect-2.3 P-18ESect-2.3 P-19ESect-2.3 P-20ESect-2.3 P-21ESect-2.3 P-22ESect-2.3 P-23ESect-2.3 P-24ESect-2.3 P-25ESect-2.3 P-26ESect-2.3 P-27ESect-2.3 P-28ESect-2.3 P-29ESect-2.3 P-30ESect-2.3 P-31ESect-2.3 P-32ESect-2.3 P-33ESect-2.3 P-34ESect-2.3 P-35ESect-2.3 P-36ESect-2.3 P-37ESect-2.3 P-38ESect-2.3 P-39ESect-2.3 P-40ESect-2.3 P-41ESect-2.3 P-42ESect-2.3 P-43ESect-2.3 P-44ESect-2.3 P-45ESect-2.3 P-46ESect-2.3 P-47ESect-2.3 P-48ESect-2.3 P-49ESect-2.3 P-50ESect-2.3 P-51ESect-2.3 P-52ESect-2.3 P-53ESect-2.3 P-54ESect-2.3 P-55ESect-2.3 P-56ESect-2.3 P-57ESect-2.3 P-58ESect-2.3 P-59ESect-2.3 P-60ESect-2.3 P-61ESect-2.3 P-62ESect-2.3 P-63ESect-2.3 P-64ESect-2.3 P-65ESect-2.3 P-66ESect-2.3 P-67ESect-2.3 P-68ESect-2.3 P-69ESect-2.3 P-70ESect-2.3 P-71ESect-2.3 P-72ESect-2.3 P-73ESect-2.3 P-74ESect-2.3 P-75ESect-2.3 P-76ESect-2.3 P-77ESect-2.4 P-1ESect-2.4 P-2ESect-2.4 P-3ESect-2.4 P-4ESect-2.4 P-5ESect-2.4 P-6ESect-2.4 P-7ESect-2.4 P-8ESect-2.4 P-9ESect-2.4 P-10ESect-2.4 P-11ESect-2.4 P-12ESect-2.4 P-13ESect-2.4 P-14ESect-2.4 P-15ESect-2.4 P-16ESect-2.4 P-17ESect-2.4 P-18ESect-2.4 P-19ESect-2.4 P-20ESect-2.4 P-21ESect-2.4 P-22ESect-2.4 P-23ESect-2.4 P-24ESect-2.4 P-25ESect-2.4 P-26ESect-2.4 P-27ESect-2.4 P-28ESect-2.4 P-29ESect-2.4 P-30ESect-2.4 P-31ESect-2.4 P-33ESect-2.4 P-34ESect-2.4 P-35ESect-2.4 P-36ESect-2.4 P-37ESect-2.4 P-38ESect-2.4 P-39ESect-2.4 P-40ESect-2.4 P-41ESect-2.4 P-42ESect-2.4 P-43ESect-2.4 P-44ECh-2 P-1RECh-2 P-2RECh-2 P-3RECh-2 P-4RECh-2 P-5RECh-2 P-6RECh-2 P-7RECh-2 P-8RECh-2 P-9RECh-2 P-10RECh-2 P-11RECh-2 P-12RECh-2 P-13RECh-2 P-14RECh-2 P-15RECh-2 P-16RECh-2 P-17RECh-2 P-18RECh-2 P-19RECh-2 P-20RECh-2 P-21RECh-2 P-22RECh-2 P-23RECh-2 P-24RECh-2 P-25RECh-2 P-26RECh-2 P-27RECh-2 P-28RECh-2 P-29RECh-2 P-30RECh-2 P-31RECh-2 P-32RECh-2 P-33RECh-2 P-35RECh-2 P-36RECh-2 P-37RECh-2 P-38RECh-2 P-39RECh-2 P-40RECh-2 P-41RECh-2 P-42RECh-2 P-43RECh-2 P-44RECh-2 P-45RECh-2 P-50RE

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