Abstract We introduce a family of Finsler metrics, called the$$L^p$$ -Fisher–Rao metrics$$F_p$$ , for$$p\in (1,\infty )$$ , which generalizes the classical Fisher–Rao metric$$F_2$$ , both on the space of densities$${\text {Dens}}_+(M)$$ and probability densities$${\text {Prob}}(M)$$ . We then study their relations to the Amari–C̆encov$$\alpha $$ -connections$$\nabla ^{(\alpha )}$$ from information geometry: on$${\text {Dens}}_+(M)$$ , the geodesic equations of$$F_p$$ and$$\nabla ^{(\alpha )}$$ coincide, for$$p = 2/(1-\alpha )$$ . Both are pullbacks of canonical constructions on$$L^p(M)$$ , in which geodesics are simply straight lines. In particular, this gives a new variational interpretation of$$\alpha $$ -geodesics as being energy minimizing curves. On$${\text {Prob}}(M)$$ , the$$F_p$$ and$$\nabla ^{(\alpha )}$$ geodesics can still be thought as pullbacks of natural operations on the unit sphere in$$L^p(M)$$ , but in this case they no longer coincide unless$$p=2$$ . Using this transformation, we solve the geodesic equation of the$$\alpha $$ -connection by showing that the geodesic are pullbacks of projections of straight lines onto the unit sphere, and they always cease to exists after finite time when they leave the positive part of the sphere. This unveils the geometric structure of solutions to the generalized Proudman–Johnson equations, and generalizes them to higher dimensions. In addition, we calculate the associate tensors of$$F_p$$ , and study their relation to$$\nabla ^{(\alpha )}$$ . 
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                            Second order $$L_p$$ estimates for subsolutions of fully nonlinear equations
                        
                    
    
            Abstract We obtain new$$L_p$$ estimates for subsolutions to fully nonlinear equations. Based on our$$L_p$$ estimates, we further study several topics such as the third and fourth order derivative estimates for concave fully nonlinear equations, critical exponents of$$L_p$$ estimates and maximum principles, and the existence and uniqueness of solutions to fully nonlinear equations on the torus with free terms in the$$L_p$$ spaces or in the space of Radon measures. 
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                            - Award ID(s):
- 2350129
- PAR ID:
- 10570373
- Publisher / Repository:
- Springer Science + Business Media
- Date Published:
- Journal Name:
- Calculus of Variations and Partial Differential Equations
- Volume:
- 64
- Issue:
- 3
- ISSN:
- 0944-2669
- Format(s):
- Medium: X
- Sponsoring Org:
- National Science Foundation
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