X/Y Overview - Tutorial Dataset - Redsox project (M1, PCA-X) 0.8- 0.6 04 0.2
Correlation
Correlation defines a relationship between two independent variables. It tells the degree to which variables move in relation to each other. When two sets of data are related to each other, there is a correlation between them.
Linear Correlation
A correlation is used to determine the relationships between numerical and categorical variables. In other words, it is an indicator of how things are connected to one another. The correlation analysis is the study of how variables are related.
Regression Analysis
Regression analysis is a statistical method in which it estimates the relationship between a dependent variable and one or more independent variable. In simple terms dependent variable is called as outcome variable and independent variable is called as predictors. Regression analysis is one of the methods to find the trends in data. The independent variable used in Regression analysis is named Predictor variable. It offers data of an associated dependent variable regarding a particular outcome.
According to the graphs:
What changes over time were major in Redsox team’s history?
Any
As amanager, what suggestions will you have to improve long term performance?
| Primary ID | Rk | G | W | L | W-L% | Finish | Playoffs | RunScored | RunAllowed | BatAge | PitchAge | #Bat | #Pitch |
1
Q2VX[2](cum)
0.8-
0.6
0.4
0.2
-0.2
SIMCA 17 - 2/12/2021 3:49:22 AM (UTC-5)
-1
-%7-M
RunScored -
RunAllowed -
BatAge-
PitchAge-
#3Bat-
#3Pitch-](/v2/_next/image?url=https%3A%2F%2Fcontent.bartleby.com%2Fqna-images%2Fquestion%2F02152486-4b3e-4971-933f-7bbbd61f61b8%2F598dcbdf-e7a8-4b5e-a900-ae270beac3d2%2Frz7tlb4_processed.png&w=3840&q=75)
![Scores - Tutorial Dataset - Redsox project (M1, PCA-X)
4
1932
1925
19962006
3
2005
1997
1926
2002000
2009
192 1930
1960
1924
1966 199193
969
8999
2008
1905
1906
1931
923
1990
922 1909 983
20020850
944617988
i979
19201 999 1966 19 196 19
19
1943
1994
1948
1949
-1
1978
1905
1946
1910
1913
-2-
1909
1919
190
1901
1914
1942
-3
1904
1981
1918
0315
-4
1912
-4
-3
-2
-1
1
2
3
t[1]
R2X[1]
= 0. 353, R2X[2]
= 0.298, Ellipse: Hotelling's T2 (95%)
SIMCA 17 - 2/12/2021 3:49:22 AM (UTC-5)
2.](/v2/_next/image?url=https%3A%2F%2Fcontent.bartleby.com%2Fqna-images%2Fquestion%2F02152486-4b3e-4971-933f-7bbbd61f61b8%2F598dcbdf-e7a8-4b5e-a900-ae270beac3d2%2Fl0wwc7g_processed.png&w=3840&q=75)
Graph 1st X/Y overview tutorial dataset of redox project.
Greenline indicates R2VX
Blueline indicates Q2VX
the second graph indicates the score of the tutorial dataset.
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