Model | Simple linear Regression Model |Deterministic Model | Probabilistic Model | types of model.

Deterministic Model vs Probabilistic Model. Deterministic Model: Definition: A deterministic model is one in which the outcomes are entirely determined by the initial conditions or inputs. There is no randomness or uncertainty in the process; the same set of inputs will always produce the same output. Probabilistic Model: Definition: A probabilistic model incorporates randomness and uncertainty in the process. The outcomes are not determined solely by the inputs but are influenced by random variables, making the results probabilistic (i.e., they are expressed as a probability distribution). When to Use Each: Deterministic Models are useful when the system is well understood, there is little to no uncertainty, or where precision is needed. Probabilistic Models are ideal when there is inherent uncertainty, incomplete information, or variability that needs to be modeled. #model #deterministicmodel #probabilisticmodel #simplelinearregressionmodel In this chapter we discuss in detail... #UseofcalculatortosolveRegressionandcorrelation #correlationandassosiation #Scatterplot #causation #propertiesofregressionline #propertiesofcorrealtioncoefficient #Deterministicandprobabilisticmodel #SimplelinearRegressionModel #PropertiesofRegressionlines #StandardError #regressioncoefficientvscorrelationcoefficient #Coefficientsofdetermination #SLRMbyusingMethodofLeastsquares #SLRMbyusingCramerRule #SLRMbyusingInversemethod #DerivationofModelYonXandXonY #CorrelationandCorrelationCoefficients #TypesofCorrelation #DerivationsofcorrelationCoefficient #Derivationofrankcorrelationcoefficient #CauseandeffectCorrelation #CorrelationforBivariatefrequencyDistribution #Covariance #curvefitting #methodofleastsquares #plausiblevalues #rankcorrealtion #tiedrankcorrelation #PropertiesofCorrelationcoefficient #Coefficientofconcordance #NonlinearRegression #MethodsofestimatingnonlinearRegression SolvedExercisechapter10BookSherMuhammadch https://youtu.be/UnQvNbdMwnI?si=6SuqhzDeb1KD4bZs https://youtu.be/BgCHJT5u-pE?si=RoHr3OC2WAU9Dwli https://youtu.be/2DjhvCMcYnM?si=FRWGerDnuJDmipol https://youtu.be/8eEzCUh9ykQ?si=57WVNsCgC8ZlUWJ5 https://youtu.be/y6AZnd24-_c?si=FKLjqD2HfosdMTpy https://youtu.be/NvqEoVS86ls?si=ZNgAcbZPO24gHc6N https://youtu.be/rS0DHtNYBa8?si=O9ASwHCj6lVpcl0p https://youtu.be/fJgdWqe0iqI?si=ha3Zjmo8qtNAz2Xk https://youtu.be/eFuBAcz18RQ?si=wM4VjBX2uq7kQhSn https://youtu.be/FAbOEnDcLZE?si=ta2VdIb_qTXoRICx https://youtu.be/T4MG6NcmXsY?si=TGvJOBFC3MA0AGAB Links Play List https://youtube.com/@Mstatistics?si=g4WZatoeiGtGxE2Y https://youtube.com/playlist?list=PLE6FeA-mAm2cw0QJvkmDtXSuFMOcyR22k&si=cFZMBQXx3-NsxEFs https://youtube.com/playlist?list=PLE6FeA-mAm2ckQ2g3PbZa3JFcS7Dch6zH&si=d8tX6T5bikR9ZOvT https://youtube.com/playlist?list=PLE6FeA-mAm2fC2vBS9Tsm1pNq0jrHRBRN&si=Z1xXtYnu3ZLghz2L https://youtube.com/playlist?list=PLE6FeA-mAm2cTiJSRpFQXUXxnwPRnMYd2&si=fwbLBOwb9OZ7KvcT https://youtube.com/playlist?list=PLE6FeA-mAm2cJBSS7MFtY_qNt0S98LrUf&si=xeKv_QM2eETnFtHs https://youtube.com/playlist?list=PLE6FeA-mAm2fN6DP_jOvUmd-Vz7JRCCju&si=APcCUnxh3-09A1vK https://youtube.com/playlist?list=PLE6FeA-mAm2enYtyM0hNZwwkeiDk9_U-n&si=WsmS9fHwFAHWUc9m https://youtube.com/playlist?list=PLE6FeA-mAm2c09AkhYm67o80t3QmDFlUe&si=cUux7KQiJtMm_zqf https://youtube.com/playlist?list=PLE6FeA-mAm2f8b5z-TB-Xa2LaVW-4RlOB&si=xg0ykFRadIZ9ROSi https://youtube.com/playlist?list=PLE6FeA-mAm2e2W1skwNMXb-pAIabRg87w&si=qZ2syfTp0o7mVQjF https://youtube.com/playlist?list=PLE6FeA-mAm2ep0-7j0_5rUjOiO5khbIMe&si=YJ9fRiDw9c_0kQv1 https://youtube.com/playlist?list=PLE6FeA-mAm2eOw--_Qx6fI74O30PdHgOR&si=WLTgwi1S5RY7EuCO https://youtube.com/playlist?list=PLE6FeA-mAm2fPYYT9uC7OJW_qLiDaQRru&si=8bzkAdH1r9FNlJVT https://youtube.com/playlist?list=PLE6FeA-mAm2ePUb5xru9NFGVvT8rYV-KB&si=5ePtgzTDDaxwb1RZ https://youtube.com/playlist?list=PLE6FeA-mAm2elLeIiEJRKDXhQhYQ2GKgg&si=5QXO6vckhfVLejYL https://youtube.com/playlist?list=PLE6FeA-mAm2fyU7Rjk_B4nHMw-jzzf_1A&si=qNftTMbZ137sz5L3 https://youtube.com/playlist?list=PLE6FeA-mAm2c6lj4Fh08DgfZd6YirTqcA&si=-4wtZjdZrbE6vGqK https://youtube.com/playlist?list=PLE6FeA-mAm2csE5-qXt-MHRlmDzsC3E1m&si=YgOCBQq_gQyEQ4Cj https://youtube.com/playlist?list=PLE6FeA-mAm2fszoMIzaEtjqDZgWrxG2Ff&si=DJSuWXIJldNeBxLy https://youtube.com/playlist?list=PLE6FeA-mAm2d7nig0ltxb7c9RhtVnVLVE&si=6JvgcHLtHPysO_Cc https://youtube.com/playlist?list=PLE6FeA-mAm2fwvWmbbgjwuJ2krHcUV4uF&si=7WcT2fYG8Bo11NnB