| Forecasting with a simple linear regression in BIRT? [message #668282] |
Wed, 04 May 2011 19:56  |
Eclipse User |
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Originally posted by: remkus.wideopenwest.com
Does anyone have an example of creating a chart in BIRT that implements
a simple linear regression to show a forecast?
Ideally, it'd be nice to show a line chart the forecasted values in a
different line style like a dotted line.
I'm somewhat stumped at how to approach the problem. Maybe calculating
the slope, intercept, and correlation coefficient in an beforeClose or
afterClose script on the dataset? Or an onRender script in the chart?
Anyone tried this? and succeeded?
Thanks
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| Re: Forecasting with a simple linear regression in BIRT? [message #668414 is a reply to message #668282] |
Thu, 05 May 2011 15:08  |
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Dave,
Can you give some more detail on what you want? for example show some
data and then what the forecast would look like.
Jason
On 5/4/2011 3:56 PM, Dave Remkus wrote:
>
> Does anyone have an example of creating a chart in BIRT that implements
> a simple linear regression to show a forecast?
>
> Ideally, it'd be nice to show a line chart the forecasted values in a
> different line style like a dotted line.
>
> I'm somewhat stumped at how to approach the problem. Maybe calculating
> the slope, intercept, and correlation coefficient in an beforeClose or
> afterClose script on the dataset? Or an onRender script in the chart?
>
> Anyone tried this? and succeeded?
>
> Thanks
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| Re: Forecasting with a simple linear regression in BIRT? [message #668653 is a reply to message #668414] |
Fri, 06 May 2011 14:57 |
| Eclipse User |
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Originally posted by: remkus.wideopenwest.com
This is a multi-part message in MIME format.
--------------020207050404030100040801
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit
Jason,
I've created this simple sample report which shows the total sales over
the last month in the Classic Models database.
Applying a simple linear regression formula (which actually looks
somewhat complex in BIRT), I'm calculate the slope and intercept using
the values in the dataset.
b = (NΣXY - (ΣX)(ΣY)) / (NΣX2 - (ΣX)2)
a = (ΣY - b(ΣX)) / N
I'm guessing I could number the days in the data set starting at
1+offset (e.g. 1,3,4,7,8 .... for the dates in the dataset). That would
serve as the X values. The sum of the sales for the day would serve as
the Y values.
If I wanted to find the sales projection at 2005-07-01, that'd be 59
days from the start of the data, I'd use y = a + bx, where X=59.
Plugging in the numbers (if I did my math right!), I'd have a projection
of 43778.62 for 2005-07-01.
I'd like to be able to draw a dotted line from the last value over a
value of 43778.62 for date 2005-07-01 (or at least some other way to
visually show that it's a projection)
I've attached the report ... let me know if you can retrieve it.
Thanks
On 05/05/11 11:08, Jason Weathersby wrote:
> Dave,
>
> Can you give some more detail on what you want? for example show some
> data and then what the forecast would look like.
>
> Jason
>
> On 5/4/2011 3:56 PM, Dave Remkus wrote:
>>
>> Does anyone have an example of creating a chart in BIRT that implements
>> a simple linear regression to show a forecast?
>>
>> Ideally, it'd be nice to show a line chart the forecasted values in a
>> different line style like a dotted line.
>>
>> I'm somewhat stumped at how to approach the problem. Maybe calculating
>> the slope, intercept, and correlation coefficient in an beforeClose or
>> afterClose script on the dataset? Or an onRender script in the chart?
>>
>> Anyone tried this? and succeeded?
>>
>> Thanks
>
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| Re: Forecasting with a simple linear regression in BIRT? [message #668657 is a reply to message #668653] |
Fri, 06 May 2011 15:10 |
| Eclipse User |
|
|
|
Originally posted by: remkus.wideopenwest.com
This is a multi-part message in MIME format.
--------------020108040305030608060901
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit
Jason,
Maybe it'd help if I attached the worksheet I used to calculate the
numbers .. not sure if my explanation was clear enough.
Thanks
On 05/06/11 10:57, Dave Remkus wrote:
> Jason,
>
> I've created this simple sample report which shows the total sales over
> the last month in the Classic Models database.
>
> Applying a simple linear regression formula (which actually looks
> somewhat complex in BIRT), I'm calculate the slope and intercept using
> the values in the dataset.
> b = (NΣXY - (ΣX)(ΣY)) / (NΣX2 - (ΣX)2)
> a = (ΣY - b(ΣX)) / N
>
> I'm guessing I could number the days in the data set starting at
> 1+offset (e.g. 1,3,4,7,8 .... for the dates in the dataset). That would
> serve as the X values. The sum of the sales for the day would serve as
> the Y values.
>
> If I wanted to find the sales projection at 2005-07-01, that'd be 59
> days from the start of the data, I'd use y = a + bx, where X=59.
>
> Plugging in the numbers (if I did my math right!), I'd have a projection
> of 43778.62 for 2005-07-01.
>
> I'd like to be able to draw a dotted line from the last value over a
> value of 43778.62 for date 2005-07-01 (or at least some other way to
> visually show that it's a projection)
>
> I've attached the report ... let me know if you can retrieve it.
>
> Thanks
>
> On 05/05/11 11:08, Jason Weathersby wrote:
>> Dave,
>>
>> Can you give some more detail on what you want? for example show some
>> data and then what the forecast would look like.
>>
>> Jason
>>
>> On 5/4/2011 3:56 PM, Dave Remkus wrote:
>>>
>>> Does anyone have an example of creating a chart in BIRT that implements
>>> a simple linear regression to show a forecast?
>>>
>>> Ideally, it'd be nice to show a line chart the forecasted values in a
>>> different line style like a dotted line.
>>>
>>> I'm somewhat stumped at how to approach the problem. Maybe calculating
>>> the slope, intercept, and correlation coefficient in an beforeClose or
>>> afterClose script on the dataset? Or an onRender script in the chart?
>>>
>>> Anyone tried this? and succeeded?
>>>
>>> Thanks
>>
>
--------------020108040305030608060901
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