© Zarestky Math 141 Week in Review Week 2 Key Topics Section 1.5 • • Write the least-squares or linear regression line by using LinReg on your calculator. Correlation coefficient r o Measures how close the data points are to the line. o The closer the value is to ±1, the better the line fits the data. If the value is near 0, the data is not really linear. Section 2.1 • • Solve a system of linear equations. There are three possible outcomes: o Exactly One Solution The graphs of the two lines intersect in exactly one point. o No Solution The graphs of the lines do not intersect. The lines are parallel: same slope, different y-intercepts o Infinitely Many Solutions The two lines are the same: same slope, same y-intercept The graphs of the lines overlap. The solution is always parametric. Set up a system of linear equations. o Define all variables, including units. © Zarestky Math 141 Week in Review Sections 2.2-2.3 • • • Convert between augmented matrices and systems of equations. A matrix with m rows and n columns is of size m × n. Perform Gauss-Jordan elimination. There are three allowable operations: o Interchange any two rows. Notation: Ri ! R j o Multiply a row by a constant. Notation: cRi ! Ri o Add a multiple of one row to another row. Notation: cRi + R j ! R j • Identify the row-reduced form of an augmented matrix. (aka reduced row echelon) o The result of Gauss-Jordan elimination. o The first nonzero entry in each row is a 1, called the leading 1. o In any two successive nonzero rows, the leading 1 in the upper row is left of the leading 1 in the lower row (stair-stepped top-left to bottom-right). o If a column contains a leading 1, then all other entries in that column are zeros. o If a row contains only zeros, it moves below all other rows with nonzero entries. Find solutions from a row-reduced matrix. o If there is a row containing all zeros to the left of the vertical line and a nonzero entry to the right of the line, then the system has no solution. o If the above is not true and if not all columns left of the vertical line contain a leading one, then there are infinitely many solutions. Make the columns without leading 1’s your parameters and write the parametric solution. •