Im seeking for help about fitting data into a curve of sine formula

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The discussion revolves around fitting a sine equation to a temperature data table representing monthly maximum temperatures. The user has calculated the parameters A, B, C, and D for the sine function but finds that the fitted curve does not align well with the data points. They seek advice on improving their equation for better accuracy. A suggestion is made to use the least squares method to minimize the distance between the data points and the curve, noting that this is a nonlinear problem due to the sine function. The conversation emphasizes the need for advanced techniques to enhance the fit of the sine model to the given data.
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This is the given data table
--------Jan----Feb----Mar---Apr----May----Jun----July----Aug----Sept----Otc----Nov----Dec
Maximum:33.2--32.2--31.2--28.9----25.4----22.2--21.9----23.9----27---- 29.8----31.7----32.9
This is a temperature table and i need to find its sine equation.b3/
y= AsinB(x-C) +D
A=(max-min)/2=(33.2-21.9)/2=5.65
The period is 12 months, so 2pi/B=12 => B= pi/6
D=(max+ min)/2= (33.2+21.9)/2=27.55
C is the half way from the first minimum to the next maximum:
Min: July / 7 Max: January / 13
C=(max+ min)/2=(13 + 7)/2=10
So the equation is: y=5.65sin((pi/6) (x-10))+27.55Well, I want to ask did i do anything wrong?
How to improve this equation to fit the numbers better because the numbers weren't fitted on my graph.
THanks
 
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OK, you have 4 unknowns (A,B,C,D) and 12 data points. Your teacher gave no hints or clues as to how to approach the problem? What's the name of the class and what are the topics currently being covered?
 
Ah, hi :)
This is an assignment he gave us. It's about sine formula.
As i showed up there: A is the amplitude; B is the period; C is the horizontal translation and D is the horizontal translation.
I worked out the formula for that but the numbers except the maximum and the minimum weren't fitted on the graph perfectly (i used graphic calculator).

So I am looking for a higher maths technique that I haven't studied to improve my formula.
btw, thanks for answering
 
One technique is least squares, where the objective is to minimize the sum of squares of distances from the data points to the curve. In your case, it's a nonlinear problem since some of the unknowns are within the sin function. You can use Google to get more information.
 
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