From cf8c53ab03cc07284902b2b74467ed266fa15fee Mon Sep 17 00:00:00 2001 From: Jen Looper Date: Sat, 19 Jun 2021 15:45:48 -0400 Subject: [PATCH] some infographics --- 2-Regression/3-Linear/README.md | 10 +++++++--- 2-Regression/3-Linear/images/calculation.png | Bin 0 -> 64705 bytes 2-Regression/3-Linear/images/slope.png | Bin 0 -> 51476 bytes 3 files changed, 7 insertions(+), 3 deletions(-) create mode 100644 2-Regression/3-Linear/images/calculation.png create mode 100644 2-Regression/3-Linear/images/slope.png diff --git a/2-Regression/3-Linear/README.md b/2-Regression/3-Linear/README.md index 44399103e..e8fe5eddb 100644 --- a/2-Regression/3-Linear/README.md +++ b/2-Regression/3-Linear/README.md @@ -41,7 +41,7 @@ We do so since we want to model a line that has the least cumulative distance fr > **🧮 Show me the math** > -> This line can be expressed by an equation: +> This line, called the _line of best fit_ can be expressed by [an equation](https://en.wikipedia.org/wiki/Simple_linear_regression): > > ``` > Y = a + bX @@ -49,10 +49,14 @@ We do so since we want to model a line that has the least cumulative distance fr > > `X` is the 'explanatory variable'. `Y` is the 'dependent variable'. The slope of the line is `b` and `a` is the y-intercept, which refers to the value of `Y` when `X = 0`. > -> todo infographic +>![calculate the slope](images/slope.png) +> First, calculate the slope `b` > > In other words, and referring to our pumpkin data's original question: "predict the price of a pumpkin per bushel by month", `X` would refer to the price and `Y` would refer to the month of sale. -> +> +>![complete the equation](images/calculation.png) +> Calculate the value of Y. If you're paying around $4, it must be April! +> > The math that calculates the line must demonstrate the slope of the line, which is also dependent on the intercept, or where `Y` is situated when `X = 0`. > > You can observe the method of calculation for these values on the [Math is Fun](https://www.mathsisfun.com/data/least-squares-regression.html) web site. Also visit [this Least-squares calculator](https://www.mathsisfun.com/data/least-squares-calculator.html) to watch how the numbers' values impact the line. diff --git a/2-Regression/3-Linear/images/calculation.png b/2-Regression/3-Linear/images/calculation.png new file mode 100644 index 0000000000000000000000000000000000000000..dac1e349268b7a59f5658bc3e5ab059f37d2e1ae GIT binary patch literal 64705 zcmeFZ1y`KSvM3A$cXt^ixVyW%ySuvwcL^38g1fr}m%tDRu0evkyTdohyU*Tdo$sDs zaPO=&^YnCCOLcX1brcxfhYcX!$N~07#P^oAIt+VFb`%hup?tIFy0I>FdXNv9V+}FK%#}V zjHQAC7%iv_3kD4i4fX+40tbTteW3rV3=S&egZ<$QDuHQ&6a2eu2u}SU{74%x$baEj zf}Vd~AnAW;{&{}L2mcSpe2D+T22afY@SpM@vXwwdLC^!vSz5;p3=9+07fc24l+idQ zFffQ#8+C1WZ3TH=GbaZ|6LTk13r24T=RZ_n{NB8vqJxFI3BcRI-qDTMTY&5@1}~`m zr<#cj@E671PJm2XK^Y+C-k#Y2j`2A4!gG|LPW~gG_%QOe~DdO#de`cN@$9h3pUHAF{vw z`bQl9A7;GDHr^KY+Tu127LIP9rU|k#vvc$RmGl1t{imh>kcv6kJGrVko0wS$viytW zzg7KD?7xC^{&zwD4fNkg|FoP})xyom-s8{6X*k-r3$pSv{hzA;CzZ0ble-gWnq6(o zWE|ZsT%BD(Q~rm^zZv}R82^)(lB<(HJ 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