21.3. UNIFORM CONVEXITY OF Lp 551

However, this is nonnegative because it equals

s2k

 p(p−1) · · ·(p−2k+1)(2k)!

>0︷ ︸︸ ︷(p−1)(p−2) · · ·(p−2k+1)

(2k−1)!

≥ s2k

(p(p−1) · · ·(p−2k+1)

(2k)!− (p−1)(p−2) · · ·(p−2k+1)

(2k)!

)= s2k (p−1)(p−2) · · ·(p−2k+1)

(2k)!(p−1)> 0. ■

Corollary 21.3.8 Let z,w ∈ C. Then for p ∈ (1,2) ,∣∣∣∣ z+w2

∣∣∣∣q + ∣∣∣∣ z−w2

∣∣∣∣q ≤ (12|z|p + 1

2|w|p

)q/p

Proof: One of |w| , |z| is larger. Say |w| ≥ |z| . Then dividing by |w|q , for t = z/w,showing the above inequality is equivalent to showing that for all t ∈ C, |t| ≤ 1,∣∣∣∣ t +1

2

∣∣∣∣q + ∣∣∣∣1− t2

∣∣∣∣q ≤ (12|t|p + 1

2

)q/p

Now q > 2 and so by the same argument given in proving Corollary 21.3.5, for t = reiθ , theleft side of the above inequality is maximized when θ = 0. Hence, from Lemma 21.3.7,∣∣∣∣ t +1

2

∣∣∣∣q + ∣∣∣∣1− t2

∣∣∣∣q ≤ ∣∣∣∣ |t|+12

∣∣∣∣q + ∣∣∣∣1−|t|2

∣∣∣∣q

≤(

12|t|p + 1

2

)q/p

. ■

From this the hard Clarkson inequality follows. The two Clarkson inequalities aresummarized in the following theorem.

Theorem 21.3.9 Let 2≤ p. Then∥∥∥∥ f +g2

∥∥∥∥p

Lp+

∥∥∥∥ f −g2

∥∥∥∥p

Lp≤ 1

2(∥ f∥p

Lp +∥g∥pLp)

Let 1 < p < 2. Then for 1/p+1/q = 1,∥∥∥∥ f +g2

∥∥∥∥q

Lp+

∥∥∥∥ f −g2

∥∥∥∥q

Lp≤(

12∥ f∥p

Lp +12∥g∥p

Lp

)q/p

Proof: The first was established above. Consider the second.∥∥∥∥ f +g2

∥∥∥∥q

Lp+

∥∥∥∥ f −g2

∥∥∥∥q

Lp=

(∫Ω

∣∣∣∣ f +g2

∣∣∣∣p dµ

)q/p

+

(∫Ω

∣∣∣∣ f −g2

∣∣∣∣p dµ

)q/p

21.3. UNIFORM CONVEXITY OF L? 551However, this is nonnegative because it equals>0gk | PPV (p= 2k +1) (P= 1) (p= 2) (p= 2k + V)(2k)! (2k—1)!IVoa (Pp ee) (Nie 2) p24)(2k)! (2k)!~1)(p—2)--:(p—2k+1— x(P—V(e mae d(p-1)>0.8Corollary 21.3.8 Let z,w €C. Then for p € (1,2),q q/PZ—w 1 1< {= \-/P4_lylPProof: One of |w],|z| is larger. Say |w| > |z|. Then dividing by |w|‘, for t = z/w,showing the above inequality is equivalent to showing that for all t € C, |¢| <1,q 1 1\ a?<(=|t/?+-=s (aha)Now q > 2 and so by the same argument given in proving Corollary 21.3.5, for t = re’, theleft side of the above inequality is maximized when @ = 0. Hence, from Lemma 21.3.7," a+z+w|!2t+12an 1-t2q<t+1 42\7|+1221 1 q/P< (= |r/P+= |(pH)From this the hard Clarkson inequality follows. The two Clarkson inequalities aresummarized in the following theorem.2q S+Theorem 21.3.9 Ler2 < p. Thenf+s|’ , \|\f-8SLAGLet 1 < p <2. Then for 1/p+1/q=1,Poo<5 (If lieo + elle»)LP 2qd qdft+s8tL1 P 1 P q/P< (JIVE + 5 lelf-82LP LPProof: The first was established above. Consider the second.ia2(|q _al gip 2qLPPp q/P _au) +(L/58P q/Paut)