Judul: Sosis Analog Sumber Protein Berbasis Tempe dan Jamur Tiram sebagai Pangan Fungsional Kaya Serat Pangan
Abstrak: Tempeh is one of Indonesia indigenous functional food which has good nutrient quality and relatively abundant. However, the utilization is still limited to simple processing so that the development of processed tempeh products is not optimal yet. One of the way to increase the utilization of tempeh is develop it become a sausage adding with oyster mushroom to complete the essential amino acid as a healthy food product for children. The purpose of this study was developed protein source analogue sausage formulation based on tempeh flour with the addition of oyster mushroom (Pleurotus ostreatus) as functional food rich in dietary fiber as healthy snack product for the children. The best formulation was chosen from organoleptic test is tempeh sausage with the addition of 20% oyster mushroom. The best formulation sausage contained 398 Kal energy, 14.40 g protein, and 7.64 g dietary fiber per 100 g so per serving size 50 g contained 199 Kal energi, 7.20 g protein, and 3.82 g dietary fiber. The best formulation sausage contained 24% of protein based on nurition information fact so it can be claimed source of protein and 7.64 g of dietary fiber per 100 g so it can be claimed rich indietary fiber.
Keyword: Dietary fiber, protein, oyster mushroom, sausage, tempeh

Judul: Studies on Functional Properties of Mycoprotein from Mycelium and Fruit Body of Edible Mushrooms and Their Application for Meat Analog Development
Abstrak: Meat analog product can be used as one of alternative foods that suitable for vegetarians and people who avoid meat for health reason. Mushroom derived protein called mycoprotein can be used as a raw material for meat analog development because it contains essential amino acids for humans, dietary fiber, low fat, antioxidants, and it obtains from mushrooms that commonly cultivate in Indonesia. This study aimed to determine the mycoprotein functional properties for development of meat analog. This study used pink oyster mushroom (Pleurotus flabellatus) mycelium and fruit body, white oyster mushroom (Pleurotus ostreatus) fruit body, and paddy straw mushroom (Volvariella volvacea) mycelium. This study was divided into two main stages i.e. the production of mycoprotein and its utilization for the development of meat analog. Protein content analysis was done to obtain fruit body with optimal and consistency protein content. Based on the protein content and consistency, 8-day old mycelium and 6-8 cm diameter of fruit bodies were selected for further functional properties analysis of protein. The parameters measures were water holding capacity (WHC), oil absorption capacity (OAC), emulsion stability, gel strength, and water drip. Based on functional properties of protein analysis, mycoprotein derived from P. flabellatus mycelium was used as a raw material for meat analog formulation. Addition of other materials such as binders, filler, oil, and water were performed on formulation. Albumen and corn starch were used as a binder and filler, respectively. The additional ingredients were intended to help the formation of compact and smooth texture of the product. The number of water and oil were added according to functional properties of the protein such as water and oil holding capacity. The addition of water and oil in the formula with P. flabellatus mycelium as a raw material was 10.38 g water/100 g mycelium and 0.52 ml oil/g mycelium, respectively. The selected formula was obtained by texture profile analysis (TPA). Based on TPA, formula consisting of 50% mycoprotein, 25% binder, and 25% filler material resulted in highest elasticity value and it was, therefore, used as a selected formula. The result of proximate, antioxidant, and fatty acid composition analyses showed that the selected formula had characteristics of 27.15% moisture content, 4% protein, 15.73% fat, 12.25% ash, 52.86% carbohydrate, 8.32% dietary fiber, 15.71% DPPH antioxidant capacity, total phenols 19.41 mg GAE/g based on dry basis (db), and the selected formula had high composition of palmitic and oleic acid.
Keyword: Meat analog, edible mushrooms, functional properties, mycoprotein, mycelium, fruit body

Judul: Zero-inflated negative binomial models in small area estimation.
Abstrak: The problem of over-dispersion in Poisson data is usually solved by introducing prior distributions which lead to negative binomial models. Poisson data sometime is also suffered by excess zero problems, a condition when data contains too many zero or exceeds the distribution's expectation. Zero Inflated Negative Binomial (ZINB) method can be utilized to solve such problems. This paper demonstrates the adaption of ZINB methods in Small Area Estimation with excess zero data. It is shown that the excess zero problem has substantially influenced the Empirical Bayes (EB) estimates, and the adaption of ZINB methods has improved the precision and reliability of the estimates. Key Words: Small Area Estimation, Zero-Inflation, Poisson-Gamma, Negative Binomial Regression, Empirical Bayes
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