[Drama] Wilfred slogan

EP1:Pilot:Happiness

理智和快樂不可能並存

"Sanity and happiness are an impossible combination." by Mark Twain.

EP2:Trust

只相信自己 就不會被背叛

"Trust thyself only, and another shall not betray thee." by Thomas Fuller.

EP3:Fear

恐懼有它的用處 懦弱卻沒有

"Fear has its use, but cowardice has none." by Mahatma Gandhi.

EP4:Acceptance

寬容才會有幸福 -

"Happiness can exist only in acceptance." by George Orwell.

EP5:Respect

想獲得尊重 就要先尊重自己

"Seek respect mainly from thyself, for it comes first from within." by Steven H. Coogler.

EP6:Conscience

良知是條不咬人的狗 但它總是叫個不停

"Conscience is the dog that can't bite, but will never stop barking." Proverb

EP7:Pride

通常傲慢是所有錯誤的根源

"In general, pride is at the bottom of all great mistakes." by Steven H. Coogler.

EP8:Anger

忍氣吞聲並不能讓怒氣平息 只會讓它越發膨脹

"Anger as soon as fed is dead - tis starving makes it fat." by Emiy Dickinson

EP9:Compassion

沒有憐憫之心 就不要對其妄加評論

"Make no judgements where you have no compassion." by Anne McCaffrey

EP10:Isolation

離群索居是事與願違的夢

"Isolation is a self-defeating dream." by Carlos Salinas de Gortari

EP11:Doubt

防人之心不可無 防過了頭反成仇

"Doubt must be no more than vigilance, otherwise it can become dangerous." by George C. Lichtenberg

EP12:Sacrifice

愛就是心甘情願的犧牲

"Love is a willingness to sacrifice." by Michael Novak

EP13:Identity

身份的價值在於它具有目的性

"The value of identity is that so often with it comes purpose." by Richard R. Grant

[Stat]共線性(Collinearity)與交互(Interaction)作用

	交互作用 Interaction	共線性 Collinearty
範例	x1、x2 與y y=α+β1x1+β2x2+ε	x1、x2 與y y=α+β1x1+β2x2+ε
意義	2個變項一同對y作用時，有協同或拮抗現象，若2變項對y存在交互作用時，應該只放入交互作用項，EX: x1、x2存在交互作用，則放入迴歸的應為x1*x2，而非x1、x2。	2變項之間的相關性很高，通常為Pearson's correlation大於0.8時，EX: x1、x2有高度相關，表示x1、x2對y的影響存在共線性，此時只能選x1、x2其中一個放入迴歸裡，判定的依據為看哪個變項對y的預測比較重要。
檢查方法	TWO-WAY ANOVA	相關矩陣、CI值、VIF、Tolerance
結論	所以當迴歸分析要放入變項時，要先檢查變項間的共線性，先解決共線性的問題，再去探討是否有交互作用項的存在。