Bayesian linear regression

From formulasearchengine
Revision as of 16:36, 28 October 2013 by 110.175.9.69 (talk) (fixed grammar (in a readability sense))
Jump to navigation Jump to search

Proofs of trigonometric identities are used to show relations between trigonometric functions. This article will list trigonometric identities and prove them.

Elementary trigonometric identities

Definitions

Trigonometric functions specify the relationships between side lengths and interior angles of a right triangle. For example, the sine of angle θ is defined as being the length of the opposite side divided by the length of the hypotenuse.

Referring to the diagram at the right, the six trigonometric functions of θ are:

sinθ=oppositehypotenuse=ah
cosθ=adjacenthypotenuse=bh
tanθ=oppositeadjacent=ab
cotθ=adjacentopposite=ba
secθ=hypotenuseadjacent=hb
cscθ=hypotenuseopposite=ha

Ratio identities

The following identities are trivial algebraic consequences of these definitions and the division identity.
c is whatever value (not necessarily trigonometric), only to understand the simple demonstrations above. That is because not appear in the graph.

ab=(ac)(bc).
tanθ=oppositeadjacent=(oppositehypotenuse)(adjacenthypotenuse)=sinθcosθ.
cotθ=cosθsinθ.
cotθ=adjacentopposite=(adjacentadjacent)(oppositeadjacent)=1tanθ.
secθ=1cosθ
cscθ=1sinθ
tanθ=oppositeadjacent=(opposite×hypotenuseopposite×adjacent)(adjacent×hypotenuseopposite×adjacent)=(hypotenuseadjacent)(hypotenuseopposite)=secθcscθ.
cotθ=cscθsecθ.

Complementary angle identities

Two angles whose sum is π/2 radians (90 degrees) are complementary. In the diagram, the angles at vertices A and B are complementary, so we can exchange a and b, and change θ to π/2 − θ, obtaining:

sin(π/2θ)=cosθ
cos(π/2θ)=sinθ
tan(π/2θ)=cotθ
cot(π/2θ)=tanθ
sec(π/2θ)=cscθ
csc(π/2θ)=secθ

Pythagorean identities

Identity 1:

sin2(x)+cos2(x)=1

Proof 1:

Refer to the triangle diagram above. Note that a2+b2=h2 by Pythagorean theorem.

sin2(x)+cos2(x)=a2h2+b2h2=a2+b2h2=h2h2=1.

The following two results follow from this and the ratio identities. To obtain the first, divide both sides of sin2(x)+cos2(x)=1 by cos2(x); for the second, divide by sin2(x).

tan2(x)+1 =sec2(x)
sec2(x)tan2(x)=1 

Similarly

1 +cot2(x)=csc2(x)
csc2(x)cot2(x)=1 

Proof 2:

Differentiating the left-hand side of the identity yields:

2sinxcosx2sinxcosx=0

Integrating this shows that the original identity is equal to a constant, and this constant can be found by plugging in any arbitrary value of x.

Identity 2:

The following accounts for all three reciprocal functions.

csc2(x)+sec2(x)cot2(x)=2 +tan2(x)

Proof 1:

Refer to the triangle diagram above. Note that a2+b2=h2 by Pythagorean theorem.

csc2(x)+sec2(x)=h2a2+h2b2=a2+b2a2+a2+b2b2=2 +b2a2+a2b2

Substituting with appropriate functions -

2 +b2a2+a2b2=2 +tan2(x)+cot2(x)

Rearranging gives:

csc2(x)+sec2(x)cot2(x)=2 +tan2(x)

Angle sum identities

Sine

Illustration of the sum formula.

Draw the angles α and β. Place P on the line defined by α + β at unit distance from the origin.

Let PQ be a perpendicular from P to the line defined by the angle α. OQP is a right angle.

Let QA be a perpendicular from Q to the x axis, and PB be a perpendicular from P to the x axis. OAQ is a right angle.

Draw QR parallel to the x-axis. Now angle RPQ = α (because OQA = 90 - α, making RQO = α, RQP = 90-α , and finally RPQ = α ) RPQ=π2RQP=π2(π2RQO)=RQO=α

OP=1
PQ=sinβ
OQ=cosβ
AQOQ=sinα, so AQ=sinαcosβ
PRPQ=cosα, so PR=cosαsinβ
sin(α+β)=PB=RB+PR=AQ+PR=sinαcosβ+cosαsinβ

By substituting β for β and using Symmetry, we also get:

sin(αβ)=sinαcosβ+cosαsinβ
sin(αβ)=sinαcosβcosαsinβ

Another simple "proof" can be given using Euler's formula known from complex analysis: Euler's formula is:

eiφ=cosφ+isinφ

Although it is more precise to say that Euler's formula entails the trigonometric identities, it follows that for angles α and β we have:

ei(α+β)=cos(α+β)+isin(α+β)

Also using the following properties of exponential functions:

ei(α+β)=eiαeiβ=(cosα+isinα)(cosβ+isinβ)

Evaluating the product:

ei(α+β)=(cosαcosβsinαsinβ)+i(sinαcosβ+sinβcosα)

This will only be equal to the previous expression we got, if the imaginary and real parts are equal respectively. Hence we get:

cos(α+β)=cosαcosβsinαsinβ
sin(α+β)=sinαcosβ+sinβcosα

Cosine

Using the figure above,

OP=1
PQ=sinβ
OQ=cosβ
OAOQ=cosα, so OA=cosαcosβ
RQPQ=sinα, so RQ=sinαsinβ
cos(α+β)=OB=OABA=OARQ=cosαcosβ sinαsinβ

By substituting β for β and using Symmetry, we also get:

cos(αβ)=cosαcosβ sinαsinβ
cos(αβ)=cosαcosβ+sinαsinβ

Also, using the complementary angle formulae,

cos(α+β)=sin(π/2(α+β))=sin((π/2α)β)
=sin(π/2α)cosβcos(π/2α)sinβ
=cosαcosβsinαsinβ

Tangent and cotangent

From the sine and cosine formulae, we get

tan(α+β)=sin(α+β)cos(α+β)
=sinαcosβ+cosαsinβcosαcosβsinαsinβ

Dividing both numerator and denominator by cos α cos β, we get

tan(α+β)=tanα+tanβ1tanαtanβ
tan(αβ)=tanαtanβ1+tanαtanβ

Similarly from the sine and cosine formulae, we get

cot(α+β)=cos(α+β)sin(α+β)
=cosαcosβsinαsinβsinαcosβ+cosαsinβ

Then by dividing both numerator and denominator by sin α sin β, we get

cot(α+β)=cotαcotβ1cotα+cotβ
cot(αβ)=cotαcotβ+1cotβcotα

Double-angle identities

From the angle sum identities, we get

sin(2θ)=2sinθcosθ

and

cos(2θ)=cos2θsin2θ

The Pythagorean identities give the two alternative forms for the latter of these:

cos(2θ)=2cos2θ1
cos(2θ)=12sin2θ

The angle sum identities also give

tan(2θ)=2tanθ1tan2θ=2cotθtanθ
cot(2θ)=cot2θ12cotθ=cotθtanθ2

It can also be proved using Euler's formula

eiφ=cosφ+isinφ

Squaring both sides yields

ei2φ=(cosφ+isinφ)2

But replacing the angle with its doubled version, which achieves the same result in the left side of the equation, yields

ei2φ=cos2φ+isin2φ

It follows that

(cosφ+isinφ)2=cos2φ+isin2φ.

Expanding the square and simplifying on the left hand side of the equation gives

i(2sinφcosφ)+cos2φsin2φ =cos2φ+isin2φ.

Because the imaginary and real parts have to be the same, we are left with the original identities

cos2φsin2φ =cos2φ,

and also

2sinφcosφ=sin2φ.

Half-angle identities

The two identities giving the alternative forms for cos 2θ lead to the following equations:

cosθ2=±1+cosθ2,
sinθ2=±1cosθ2.

The sign of the square root needs to be chosen properly—note that if 2π is added to θ, the quantities inside the square roots are unchanged, but the left-hand-sides of the equations change sign. Therefore the correct sign to use depends on the value of θ.

For the tan function, the equation is:

tanθ2=±1cosθ1+cosθ.

Then multiplying the numerator and denominator inside the square root by (1 + cos θ) and using Pythagorean identities leads to:

tanθ2=sinθ1+cosθ.

Also, if the numerator and denominator are both multiplied by (1 - cos θ), the result is:

tanθ2=1cosθsinθ.

This also gives:

tanθ2=cscθcotθ.

Similar manipulations for the cot function give:

cotθ2=±1+cosθ1cosθ=1+cosθsinθ=sinθ1cosθ=cscθ+cotθ.

Miscellaneous -- the triple tangent identity

If ψ+θ+ϕ=π=half circle,
then tan(ψ)+tan(θ)+tan(ϕ)=tan(ψ)tan(θ)tan(ϕ).

Proof:[1]

ψ=πθϕ
tan(ψ)=tan(πθϕ)=tan(θ+ϕ)=tanθtanϕ1tanθtanϕ

So

(1tanθtanϕ)tanψ+tanθ+tanϕ=0

So

tanψtanθtanϕtanψ+tanθ+tanϕ=0

Miscellaneous -- the triple cotangent identity

If ψ+θ+ϕ=π2=quarter circle,
then cot(ψ)+cot(θ)+cot(ϕ)=cot(ψ)cot(θ)cot(ϕ).

Proof:

Replace each of ψ, θ, and ϕ with their complementary angles, so cotangents turn into tangents and vice-versa.

Now if

ψ+θ+ϕ=π2

then

(π2ψ)+(π2θ)+(π2ϕ)=3π2(ψ+θ+ϕ)=3π2π2=π

so the result follows from the triple tangent identity.

Prosthaphaeresis identities

Inequalities

Illustration of the sine and tangent inequalities.

The figure at the right shows a sector of a circle with radius 1. The sector is θ/(2π) of the whole circle, so its area is θ/2.

OA=OD=1
AB=sinθ
CD=tanθ

The area of triangle OAD is AB/2, or sinθ/2. The area of triangle OCD is CD/2, or tanθ/2.

Since triangle OAD lies completely inside the sector, which in turn lies completely inside triangle OCD, we have

sinθ<θ<tanθ

This geometric argument applies if 0<θ<π/2. It relies on definitions of arc length and area, which act as assumptions, so it is rather a condition imposed in construction of trigonometric functions than a provable property.[2] For the sine function, we can handle other values. If θ>π/2, then θ>1. But sinθ≤1 (because of the Pythagorean identity), so sinθ<θ. So we have

sinθθ<1   if   0<θ

For negative values of θ we have, by symmetry of the sine function

sinθθ=sin(θ)θ<1

Hence

sinθθ<1   if   θ0
tanθθ>1   if   0<θ<π2

Identities involving calculus

Preliminaries

limθ0sinθ=0
limθ0cosθ=1

These can be seen from looking at the diagrams.

Sine and angle ratio identity

limθ0sinθθ=1

Proof: From the previous inequalities, we have, for small angles

sinθ<θ<tanθ, so
sinθθ<1<tanθθ, so
sinθθcosθ>1, or
sinθθ>cosθ, so
cosθ<sinθθ<1, but
limθ0cosθ=1, so
limθ0sinθθ=1

Cosine and angle ratio identity

limθ01cosθθ=0

Proof:

1cosθθ=1cos2θθ(1+cosθ)
=sin2θθ(1+cosθ)
=sinθθ×sinθ×11+cosθ.

The limits of those three quantities are 1, 0, and 1/2, so the resultant limit is zero.

Cosine and square of angle ratio identity

limθ01cosθθ2=12

Proof:

As in the preceding proof,

1cosθθ2=sinθθ×sinθθ×11+cosθ.

The limits of those three quantities are 1, 1, and 1/2, so the resultant limit is 1/2.

Proof of Compositions of trig and inverse trig functions

All these functions follow from the Pythagorean trigonometric identity. We can prove for instance the function

sin[arctan(x)]=x1+x2

Proof:

We start from

sin2θ+cos2θ=1

Then we divide this equation by cos2θ

cos2θ=1tan2θ+1

Then use the substitution θ=arctan(x), also use the Pythagorean trigonometric identity:

1sin2[arctan(x)]=1tan2[arctan(x)]+1

Then we use the identity tan[arctan(x)]x

sin[arctan(x)]=xx2+1

See also

References

  • E. T. Whittaker and G. N. Watson. A course of modern analysis, Cambridge University Press, 1952
  1. http://mathlaoshi.com/tags/tangent-identity/
  2. One of the biggest reasons investing in a Singapore new launch is an effective things is as a result of it is doable to be lent massive quantities of money at very low interest rates that you should utilize to purchase it. Then, if property values continue to go up, then you'll get a really high return on funding (ROI). Simply make sure you purchase one of the higher properties, reminiscent of the ones at Fernvale the Riverbank or any Singapore landed property Get Earnings by means of Renting

    In its statement, the singapore property listing - website link, government claimed that the majority citizens buying their first residence won't be hurt by the new measures. Some concessions can even be prolonged to chose teams of consumers, similar to married couples with a minimum of one Singaporean partner who are purchasing their second property so long as they intend to promote their first residential property. Lower the LTV limit on housing loans granted by monetary establishments regulated by MAS from 70% to 60% for property purchasers who are individuals with a number of outstanding housing loans on the time of the brand new housing purchase. Singapore Property Measures - 30 August 2010 The most popular seek for the number of bedrooms in Singapore is 4, followed by 2 and three. Lush Acres EC @ Sengkang

    Discover out more about real estate funding in the area, together with info on international funding incentives and property possession. Many Singaporeans have been investing in property across the causeway in recent years, attracted by comparatively low prices. However, those who need to exit their investments quickly are likely to face significant challenges when trying to sell their property – and could finally be stuck with a property they can't sell. Career improvement programmes, in-house valuation, auctions and administrative help, venture advertising and marketing, skilled talks and traisning are continuously planned for the sales associates to help them obtain better outcomes for his or her shoppers while at Knight Frank Singapore. No change Present Rules

    Extending the tax exemption would help. The exemption, which may be as a lot as $2 million per family, covers individuals who negotiate a principal reduction on their existing mortgage, sell their house short (i.e., for lower than the excellent loans), or take part in a foreclosure course of. An extension of theexemption would seem like a common-sense means to assist stabilize the housing market, but the political turmoil around the fiscal-cliff negotiations means widespread sense could not win out. Home Minority Chief Nancy Pelosi (D-Calif.) believes that the mortgage relief provision will be on the table during the grand-cut price talks, in response to communications director Nadeam Elshami. Buying or promoting of blue mild bulbs is unlawful.

    A vendor's stamp duty has been launched on industrial property for the primary time, at rates ranging from 5 per cent to 15 per cent. The Authorities might be trying to reassure the market that they aren't in opposition to foreigners and PRs investing in Singapore's property market. They imposed these measures because of extenuating components available in the market." The sale of new dual-key EC models will even be restricted to multi-generational households only. The models have two separate entrances, permitting grandparents, for example, to dwell separately. The vendor's stamp obligation takes effect right this moment and applies to industrial property and plots which might be offered inside three years of the date of buy. JLL named Best Performing Property Brand for second year running

    The data offered is for normal info purposes only and isn't supposed to be personalised investment or monetary advice. Motley Fool Singapore contributor Stanley Lim would not personal shares in any corporations talked about. Singapore private home costs increased by 1.eight% within the fourth quarter of 2012, up from 0.6% within the earlier quarter. Resale prices of government-built HDB residences which are usually bought by Singaporeans, elevated by 2.5%, quarter on quarter, the quickest acquire in five quarters. And industrial property, prices are actually double the levels of three years ago. No withholding tax in the event you sell your property. All your local information regarding vital HDB policies, condominium launches, land growth, commercial property and more

    There are various methods to go about discovering the precise property. Some local newspapers (together with the Straits Instances ) have categorised property sections and many local property brokers have websites. Now there are some specifics to consider when buying a 'new launch' rental. Intended use of the unit Every sale begins with 10 p.c low cost for finish of season sale; changes to 20 % discount storewide; follows by additional reduction of fiftyand ends with last discount of 70 % or extra. Typically there is even a warehouse sale or transferring out sale with huge mark-down of costs for stock clearance. Deborah Regulation from Expat Realtor shares her property market update, plus prime rental residences and houses at the moment available to lease Esparina EC @ Sengkang